id sid tid token lemma pos ital-5245 1 1 orthographic orthographic ADJ ital-5245 1 2 error error NOUN ital-5245 1 3 patterns pattern NOUN ital-5245 1 4 of of ADP ital-5245 1 5 author author NOUN ital-5245 1 6 names name NOUN ital-5245 1 7 in in ADP ital-5245 1 8 catalog catalog NOUN ital-5245 1 9 searches search NOUN ital-5245 1 10 93 93 NUM ital-5245 1 11 renata renata NOUN ital-5245 1 12 tagliacozzo tagliacozzo PROPN ital-5245 1 13 , , PUNCT ital-5245 1 14 manfred manfre VERB ital-5245 1 15 kochen kochen PROPN ital-5245 1 16 , , PUNCT ital-5245 1 17 and and CCONJ ital-5245 1 18 lawrence lawrence PROPN ital-5245 1 19 rosenberg rosenberg PROPN ital-5245 1 20 : : PUNCT ital-5245 1 21 mental mental ADJ ital-5245 1 22 health health PROPN ital-5245 1 23 research research PROPN ital-5245 1 24 institute institute PROPN ital-5245 1 25 , , PUNCT ital-5245 1 26 the the DET ital-5245 1 27 university university PROPN ital-5245 1 28 of of ADP ital-5245 1 29 michigan michigan PROPN ital-5245 1 30 , , PUNCT ital-5245 1 31 ann ann PROPN ital-5245 1 32 arbor arbor PROPN ital-5245 1 33 , , PUNCT ital-5245 1 34 michigan michigan PROPN ital-5245 1 35 an an DET ital-5245 1 36 investigation investigation NOUN ital-5245 1 37 of of ADP ital-5245 1 38 error error NOUN ital-5245 1 39 patterns pattern NOUN ital-5245 1 40 in in ADP ital-5245 1 41 author author NOUN ital-5245 1 42 names name NOUN ital-5245 1 43 based base VERB ital-5245 1 44 on on ADP ital-5245 1 45 data datum NOUN ital-5245 1 46 from from ADP ital-5245 1 47 a a DET ital-5245 1 48 survey survey NOUN ital-5245 1 49 of of ADP ital-5245 1 50 library library NOUN ital-5245 1 51 catalog catalog NOUN ital-5245 1 52 searches search NOUN ital-5245 1 53 . . PUNCT ital-5245 2 1 position position NOUN ital-5245 2 2 of of ADP ital-5245 2 3 spelling spelling NOUN ital-5245 2 4 errors error NOUN ital-5245 2 5 was be AUX ital-5245 2 6 noted note VERB ital-5245 2 7 and and CCONJ ital-5245 2 8 related relate VERB ital-5245 2 9 to to ADP ital-5245 2 10 length length NOUN ital-5245 2 11 of of ADP ital-5245 2 12 name name NOUN ital-5245 2 13 . . PUNCT ital-5245 3 1 probability probability NOUN ital-5245 3 2 of of ADP ital-5245 3 3 a a DET ital-5245 3 4 name name NOUN ital-5245 3 5 having have VERB ital-5245 3 6 a a DET ital-5245 3 7 spelling spelling NOUN ital-5245 3 8 error error NOUN ital-5245 3 9 was be AUX ital-5245 3 10 found find VERB ital-5245 3 11 to to PART ital-5245 3 12 increase increase VERB ital-5245 3 13 with with ADP ital-5245 3 14 length length NOUN ital-5245 3 15 of of ADP ital-5245 3 16 name name NOUN ital-5245 3 17 . . PUNCT ital-5245 4 1 nearly nearly ADV ital-5245 4 2 half half NOUN ital-5245 4 3 of of ADP ital-5245 4 4 the the DET ital-5245 4 5 spelling spelling NOUN ital-5245 4 6 mistakes mistake NOUN ital-5245 4 7 were be AUX ital-5245 4 8 replacement replacement NOUN ital-5245 4 9 errors error NOUN ital-5245 4 10 ; ; PUNCT ital-5245 4 11 following follow VERB ital-5245 4 12 , , PUNCT ital-5245 4 13 in in ADP ital-5245 4 14 order order NOUN ital-5245 4 15 of of ADP ital-5245 4 16 decreasing decrease VERB ital-5245 4 17 frequency frequency NOUN ital-5245 4 18 , , PUNCT ital-5245 4 19 were be AUX ital-5245 4 20 omission omission NOUN ital-5245 4 21 , , PUNCT ital-5245 4 22 addition addition NOUN ital-5245 4 23 , , PUNCT ital-5245 4 24 and and CCONJ ital-5245 4 25 transposition transposition NOUN ital-5245 4 26 errors error NOUN ital-5245 4 27 . . PUNCT ital-5245 5 1 computer computer NOUN ital-5245 5 2 - - PUNCT ital-5245 5 3 based base VERB ital-5245 5 4 catalog catalog NOUN ital-5245 5 5 searching searching NOUN ital-5245 5 6 may may AUX ital-5245 5 7 fail fail VERB ital-5245 5 8 if if SCONJ ital-5245 5 9 a a DET ital-5245 5 10 searcher searcher NOUN ital-5245 5 11 provides provide VERB ital-5245 5 12 an an DET ital-5245 5 13 author author NOUN ital-5245 5 14 or or CCONJ ital-5245 5 15 title title NOUN ital-5245 5 16 which which PRON ital-5245 5 17 does do AUX ital-5245 5 18 not not PART ital-5245 5 19 match match VERB ital-5245 5 20 with with ADP ital-5245 5 21 the the DET ital-5245 5 22 required require VERB ital-5245 5 23 exactitude exactitude NOUN ital-5245 5 24 the the DET ital-5245 5 25 corresponding correspond VERB ital-5245 5 26 computer computer NOUN ital-5245 5 27 - - PUNCT ital-5245 5 28 stored store VERB ital-5245 5 29 catalog catalog NOUN ital-5245 5 30 entry entry NOUN ital-5245 5 31 ( ( PUNCT ital-5245 5 32 1 1 NUM ital-5245 5 33 ) ) PUNCT ital-5245 5 34 . . PUNCT ital-5245 6 1 in in ADP ital-5245 6 2 designing design VERB ital-5245 6 3 computer computer NOUN ital-5245 6 4 aids aid NOUN ital-5245 6 5 to to ADP ital-5245 6 6 catalog catalog NOUN ital-5245 6 7 searching searching NOUN ital-5245 6 8 , , PUNCT ital-5245 6 9 it it PRON ital-5245 6 10 is be AUX ital-5245 6 11 important important ADJ ital-5245 6 12 to to PART ital-5245 6 13 build build VERB ital-5245 6 14 in in ADP ital-5245 6 15 safety safety NOUN ital-5245 6 16 features feature NOUN ital-5245 6 17 that that PRON ital-5245 6 18 decrease decrease VERB ital-5245 6 19 sensitivity sensitivity NOUN ital-5245 6 20 to to ADP ital-5245 6 21 minor minor ADJ ital-5245 6 22 errors error NOUN ital-5245 6 23 . . PUNCT ital-5245 7 1 for for ADP ital-5245 7 2 example example NOUN ital-5245 7 3 , , PUNCT ital-5245 7 4 compression compression NOUN ital-5245 7 5 coding code VERB ital-5245 7 6 techniques technique NOUN ital-5245 7 7 may may AUX ital-5245 7 8 be be AUX ital-5245 7 9 used use VERB ital-5245 7 10 to to PART ital-5245 7 11 minimize minimize VERB ital-5245 7 12 the the DET ital-5245 7 13 effects effect NOUN ital-5245 7 14 of of ADP ital-5245 7 15 spelling spell VERB ital-5245 7 16 errors error NOUN ital-5245 7 17 on on ADP ital-5245 7 18 retrieval retrieval PROPN ital-5245 7 19 ( ( PUNCT ital-5245 7 20 2 2 NUM ital-5245 7 21 , , PUNCT ital-5245 7 22 3 3 NUM ital-5245 7 23 , , PUNCT ital-5245 7 24 4 4 NUM ital-5245 7 25 ) ) PUNCT ital-5245 7 26 . . PUNCT ital-5245 8 1 preliminary preliminary ADJ ital-5245 8 2 to to ADP ital-5245 8 3 the the DET ital-5245 8 4 design design NOUN ital-5245 8 5 of of ADP ital-5245 8 6 good good ADJ ital-5245 8 7 protection protection NOUN ital-5245 8 8 devices device NOUN ital-5245 8 9 , , PUNCT ital-5245 8 10 the the DET ital-5245 8 11 application application NOUN ital-5245 8 12 of of ADP ital-5245 8 13 error error NOUN ital-5245 8 14 - - PUNCT ital-5245 8 15 correction correction NOUN ital-5245 8 16 coding code VERB ital-5245 8 17 theory theory NOUN ital-5245 8 18 ( ( PUNCT ital-5245 8 19 5 5 NUM ital-5245 8 20 , , PUNCT ital-5245 8 21 6 6 NUM ital-5245 8 22 , , PUNCT ital-5245 8 23 7 7 NUM ital-5245 8 24 ) ) PUNCT ital-5245 8 25 and and CCONJ ital-5245 8 26 data datum NOUN ital-5245 8 27 on on ADP ital-5245 8 28 error error NOUN ital-5245 8 29 patterns pattern NOUN ital-5245 8 30 in in ADP ital-5245 8 31 actual actual ADJ ital-5245 8 32 catalog catalog NOUN ital-5245 8 33 searches search NOUN ital-5245 8 34 ( ( PUNCT ital-5245 8 35 8 8 NUM ital-5245 8 36 , , PUNCT ital-5245 8 37 9 9 NUM ital-5245 8 38 ) ) PUNCT ital-5245 8 39 may may AUX ital-5245 8 40 be be AUX ital-5245 8 41 helpful helpful ADJ ital-5245 8 42 . . PUNCT ital-5245 9 1 a a DET ital-5245 9 2 recent recent ADJ ital-5245 9 3 survey survey NOUN ital-5245 9 4 of of ADP ital-5245 9 5 catalog catalog NOUN ital-5245 9 6 use use NOUN ital-5245 9 7 at at ADP ital-5245 9 8 three three NUM ital-5245 9 9 university university NOUN ital-5245 9 10 libraries library NOUN ital-5245 9 11 yielded yield VERB ital-5245 9 12 some some DET ital-5245 9 13 data datum NOUN ital-5245 9 14 of of ADP ital-5245 9 15 the the DET ital-5245 9 16 above above ADV ital-5245 9 17 - - PUNCT ital-5245 9 18 mentioned mention VERB ital-5245 9 19 kind kind NOUN ital-5245 9 20 ( ( PUNCT ital-5245 9 21 10 10 NUM ital-5245 9 22 ) ) PUNCT ital-5245 9 23 . . PUNCT ital-5245 10 1 the the DET ital-5245 10 2 aim aim NOUN ital-5245 10 3 of of ADP ital-5245 10 4 this this DET ital-5245 10 5 paper paper NOUN ital-5245 10 6 is be AUX ital-5245 10 7 to to PART ital-5245 10 8 present present VERB ital-5245 10 9 and and CCONJ ital-5245 10 10 analyze analyze VERB ital-5245 10 11 those those DET ital-5245 10 12 results result NOUN ital-5245 10 13 of of ADP ital-5245 10 14 the the DET ital-5245 10 15 survey survey NOUN ital-5245 10 16 which which PRON ital-5245 10 17 bear bear VERB ital-5245 10 18 on on ADP ital-5245 10 19 questions question NOUN ital-5245 10 20 of of ADP ital-5245 10 21 error error NOUN ital-5245 10 22 control control NOUN ital-5245 10 23 in in ADP ital-5245 10 24 searching search VERB ital-5245 10 25 a a DET ital-5245 10 26 computer computer NOUN ital-5245 10 27 - - PUNCT ital-5245 10 28 stored store VERB ital-5245 10 29 catalog catalog NOUN ital-5245 10 30 . . PUNCT ital-5245 11 1 in in ADP ital-5245 11 2 the the DET ital-5245 11 3 survey survey NOUN ital-5245 11 4 , , PUNCT ital-5245 11 5 users user NOUN ital-5245 11 6 were be AUX ital-5245 11 7 interviewed interview VERB ital-5245 11 8 at at ADP ital-5245 11 9 random random ADJ ital-5245 11 10 as as SCONJ ital-5245 11 11 they they PRON ital-5245 11 12 approached approach VERB ital-5245 11 13 the the DET ital-5245 11 14 catalog catalog NOUN ital-5245 11 15 . . PUNCT ital-5245 12 1 of of ADP ital-5245 12 2 the the DET ital-5245 12 3 2167 2167 NUM ital-5245 12 4 users user NOUN ital-5245 12 5 interviewed interview VERB ital-5245 12 6 , , PUNCT ital-5245 12 7 1489 1489 NUM ital-5245 12 8 were be AUX ital-5245 12 9 searching search VERB ital-5245 12 10 the the DET ital-5245 12 11 catalog catalog NOUN ital-5245 12 12 for for ADP ital-5245 12 13 a a DET ital-5245 12 14 particular particular ADJ ital-5245 12 15 item item NOUN ital-5245 12 16 ( ( PUNCT ital-5245 12 17 " " PUNCT ital-5245 12 18 known know VERB ital-5245 12 19 - - PUNCT ital-5245 12 20 item item NOUN ital-5245 12 21 searches search NOUN ital-5245 12 22 " " PUNCT ital-5245 12 23 ) ) PUNCT ital-5245 12 24 . . PUNCT ital-5245 13 1 of of ADP ital-5245 13 2 these these PRON ital-5245 13 3 , , PUNCT ital-5245 13 4 67.9 67.9 NUM ital-5245 13 5 % % NOUN ital-5245 13 6 first first ADV ital-5245 13 7 entered enter VERB ital-5245 13 8 the the DET ital-5245 13 9 catalog catalog NOUN ital-5245 13 10 with with ADP ital-5245 13 11 an an DET ital-5245 13 12 author author NOUN ital-5245 13 13 's 's PART ital-5245 13 14 or or CCONJ ital-5245 13 15 editor editor NOUN ital-5245 13 16 's 's PART ital-5245 13 17 name name NOUN ital-5245 13 18 , , PUNCT ital-5245 13 19 26.2 26.2 NUM ital-5245 13 20 % % NOUN ital-5245 13 21 with with ADP ital-5245 13 22 a a DET ital-5245 13 23 title title NOUN ital-5245 13 24 , , PUNCT ital-5245 13 25 and and CCONJ ital-5245 13 26 5.9 5.9 NUM ital-5245 13 27 % % NOUN ital-5245 13 28 with with ADP ital-5245 13 29 a a DET ital-5245 13 30 subject subject ADJ ital-5245 13 31 heading heading NOUN ital-5245 13 32 . . PUNCT ital-5245 14 1 approximately approximately ADV ital-5245 14 2 half half DET ital-5245 14 3 the the DET ital-5245 14 4 searchers searcher NOUN ital-5245 14 5 had have VERB ital-5245 14 6 a a DET ital-5245 14 7 written write VERB ital-5245 14 8 citation citation NOUN ital-5245 14 9 , , PUNCT ital-5245 14 10 while while SCONJ ital-5245 14 11 half half PRON ital-5245 14 12 relied rely VERB ital-5245 14 13 on on ADP ital-5245 14 14 memory memory NOUN ital-5245 14 15 for for ADP ital-5245 14 16 the the DET ital-5245 14 17 relevant relevant ADJ ital-5245 14 18 in94 in94 PROPN ital-5245 14 19 journal journal PROPN ital-5245 14 20 of of ADP ital-5245 14 21 library library PROPN ital-5245 14 22 automation automation NOUN ital-5245 14 23 vol vol NOUN ital-5245 14 24 . . PUNCT ital-5245 15 1 3/2 3/2 NUM ital-5245 15 2 june june PROPN ital-5245 15 3 , , PUNCT ital-5245 15 4 1970 1970 NUM ital-5245 15 5 formation formation NOUN ital-5245 15 6 . . PUNCT ital-5245 16 1 paradoxically paradoxically ADV ital-5245 16 2 , , PUNCT ital-5245 16 3 though though SCONJ ital-5245 16 4 most most ADJ ital-5245 16 5 known know VERB ital-5245 16 6 - - PUNCT ital-5245 16 7 item item NOUN ital-5245 16 8 searchers searcher NOUN ital-5245 16 9 tried try VERB ital-5245 16 10 to to PART ital-5245 16 11 match match VERB ital-5245 16 12 primarily primarily ADV ital-5245 16 13 an an DET ital-5245 16 14 author author NOUN ital-5245 16 15 and and CCONJ ital-5245 16 16 only only ADV ital-5245 16 17 secondarily secondarily ADV ital-5245 16 18 a a DET ital-5245 16 19 title title NOUN ital-5245 16 20 , , PUNCT ital-5245 16 21 there there PRON ital-5245 16 22 were be VERB ital-5245 16 23 in in ADP ital-5245 16 24 the the DET ital-5245 16 25 sample sample NOUN ital-5245 16 26 of of ADP ital-5245 16 27 searches search NOUN ital-5245 16 28 many many ADJ ital-5245 16 29 more more ADJ ital-5245 16 30 cases case NOUN ital-5245 16 31 of of ADP ital-5245 16 32 exact exact ADJ ital-5245 16 33 title title NOUN ital-5245 16 34 citation citation NOUN ital-5245 16 35 than than ADP ital-5245 16 36 of of ADP ital-5245 16 37 exact exact ADJ ital-5245 16 38 author author NOUN ital-5245 16 39 citation citation NOUN ital-5245 16 40 . . PUNCT ital-5245 17 1 imperfect imperfect ADJ ital-5245 17 2 recall recall NOUN ital-5245 17 3 of of ADP ital-5245 17 4 author author NOUN ital-5245 17 5 name name NOUN ital-5245 17 6 of of ADP ital-5245 17 7 the the DET ital-5245 17 8 1489 1489 NUM ital-5245 17 9 " " PUNCT ital-5245 17 10 known know VERB ital-5245 17 11 - - PUNCT ital-5245 17 12 item item NOUN ital-5245 17 13 " " PUNCT ital-5245 17 14 searches search NOUN ital-5245 17 15 , , PUNCT ital-5245 17 16 1356 1356 NUM ital-5245 17 17 could could AUX ital-5245 17 18 be be AUX ital-5245 17 19 verified verify VERB ital-5245 17 20 against against ADP ital-5245 17 21 the the DET ital-5245 17 22 actual actual ADJ ital-5245 17 23 item item NOUN ital-5245 17 24 . . PUNCT ital-5245 18 1 from from ADP ital-5245 18 2 the the DET ital-5245 18 3 total total NOUN ital-5245 18 4 nwnber nwnber ADV ital-5245 18 5 of of ADP ital-5245 18 6 searches search NOUN ital-5245 18 7 ( ( PUNCT ital-5245 18 8 1260 1260 NUM ital-5245 18 9 ) ) PUNCT ital-5245 18 10 in in ADP ital-5245 18 11 which which PRON ital-5245 18 12 the the DET ital-5245 18 13 catalog catalog NOUN ital-5245 18 14 user user NOUN ital-5245 18 15 had have AUX ital-5245 18 16 provided provide VERB ital-5245 18 17 an an DET ital-5245 18 18 author author NOUN ital-5245 18 19 's 's PART ital-5245 18 20 ( ( PUNCT ital-5245 18 21 or or CCONJ ital-5245 18 22 editor editor NOUN ital-5245 18 23 's 's PART ital-5245 18 24 ) ) PUNCT ital-5245 18 25 name name NOUN ital-5245 18 26 , , PUNCT ital-5245 18 27 those those DET ital-5245 18 28 works work NOUN ital-5245 18 29 were be AUX ital-5245 18 30 subtracted subtract VERB ital-5245 18 31 which which PRON ital-5245 18 32 did do AUX ital-5245 18 33 not not PART ital-5245 18 34 have have VERB ital-5245 18 35 a a DET ital-5245 18 36 personal personal ADJ ital-5245 18 37 authorship authorship NOUN ital-5245 18 38 ( ( PUNCT ital-5245 18 39 208 208 NUM ital-5245 18 40 ) ) PUNCT ital-5245 18 41 or or CCONJ ital-5245 18 42 had have VERB ital-5245 18 43 multiple multiple ADJ ital-5245 18 44 authors author NOUN ital-5245 18 45 or or CCONJ ital-5245 18 46 multiple multiple ADJ ital-5245 18 47 editors editor NOUN ital-5245 18 48 ( ( PUNCT ital-5245 18 49 127 127 NUM ital-5245 18 50 ) ) PUNCT ital-5245 18 51 . . PUNCT ital-5245 19 1 this this PRON ital-5245 19 2 left leave VERB ital-5245 19 3 925 925 NUM ital-5245 19 4 searches search NOUN ital-5245 19 5 , , PUNCT ital-5245 19 6 of of ADP ital-5245 19 7 which which PRON ital-5245 19 8 470 470 NUM ital-5245 19 9 had have VERB ital-5245 19 10 complete complete ADJ ital-5245 19 11 and and CCONJ ital-5245 19 12 correct correct ADJ ital-5245 19 13 author author NOUN ital-5245 19 14 entries entry NOUN ital-5245 19 15 , , PUNCT ital-5245 19 16 while while SCONJ ital-5245 19 17 455 455 NUM ital-5245 19 18 contained contain VERB ital-5245 19 19 various various ADJ ital-5245 19 20 degrees degree NOUN ital-5245 19 21 of of ADP ital-5245 19 22 imperfection imperfection NOUN ital-5245 19 23 in in ADP ital-5245 19 24 the the DET ital-5245 19 25 author author NOUN ital-5245 19 26 citation citation NOUN ital-5245 19 27 . . PUNCT ital-5245 20 1 table table NOUN ital-5245 20 2 1 1 NUM ital-5245 20 3 gives give VERB ital-5245 20 4 the the DET ital-5245 20 5 distribution distribution NOUN ital-5245 20 6 of of ADP ital-5245 20 7 incorrect incorrect ADJ ital-5245 20 8 and/or and/or CCONJ ital-5245 20 9 incomplete incomplete ADJ ital-5245 20 10 author author NOUN ital-5245 20 11 citations citation NOUN ital-5245 20 12 . . PUNCT ital-5245 21 1 in in ADP ital-5245 21 2 the the DET ital-5245 21 3 study study NOUN ital-5245 21 4 an an DET ital-5245 21 5 author author NOUN ital-5245 21 6 's 's PART ital-5245 21 7 name name NOUN ital-5245 21 8 was be AUX ital-5245 21 9 defined define VERB ital-5245 21 10 as as ADP ital-5245 21 11 incomplete incomplete ADJ ital-5245 21 12 when when SCONJ ital-5245 21 13 the the DET ital-5245 21 14 first first ADJ ital-5245 21 15 name name NOUN ital-5245 21 16 , , PUNCT ital-5245 21 17 or or CCONJ ital-5245 21 18 the the DET ital-5245 21 19 two two NUM ital-5245 21 20 initials initial NOUN ital-5245 21 21 , , PUNCT ital-5245 21 22 or or CCONJ ital-5245 21 23 one one NUM ital-5245 21 24 out out ADP ital-5245 21 25 of of ADP ital-5245 21 26 two two NUM ital-5245 21 27 initials initial NOUN ital-5245 21 28 was be AUX ital-5245 21 29 missing miss VERB ital-5245 21 30 . . PUNCT ital-5245 22 1 table table NOUN ital-5245 22 2 1 1 NUM ital-5245 22 3 . . PUNCT ital-5245 23 1 incorrect incorrect ADJ ital-5245 23 2 and/or and/or CCONJ ital-5245 23 3 incomplete incomplete ADJ ital-5245 23 4 author author NOUN ital-5245 23 5 names name NOUN ital-5245 23 6 categories category NOUN ital-5245 23 7 university university PROPN ital-5245 23 8 of of ADP ital-5245 23 9 michigan michigan PROPN ital-5245 23 10 libraries libraries PROPN ital-5245 23 11 i i PROPN ital-5245 23 12 ii ii PROPN ital-5245 23 13 iii iii PROPN ital-5245 23 14 total total ADJ ital-5245 23 15 general general ADJ ital-5245 23 16 library library NOUN ital-5245 23 17 144 144 NUM ital-5245 23 18 25 25 NUM ital-5245 23 19 6 6 NUM ital-5245 23 20 175 175 NUM ital-5245 23 21 undergraduate undergraduate NOUN ital-5245 23 22 library library NOUN ital-5245 23 23 94 94 NUM ital-5245 23 24 35 35 NUM ital-5245 23 25 4 4 NUM ital-5245 23 26 133 133 NUM ital-5245 23 27 medical medical ADJ ital-5245 23 28 library library NOUN ital-5245 23 29 110 110 NUM ital-5245 23 30 27 27 NUM ital-5245 23 31 10 10 NUM ital-5245 23 32 147 147 NUM ital-5245 23 33 -total -total PROPN ital-5245 23 34 348 348 NUM ital-5245 23 35 87 87 NUM ital-5245 23 36 20 20 NUM ital-5245 23 37 455 455 NUM ital-5245 23 38 in in ADP ital-5245 23 39 category category NOUN ital-5245 23 40 i i PRON ital-5245 23 41 ( ( PUNCT ital-5245 23 42 the the DET ital-5245 23 43 most most ADV ital-5245 23 44 numerous numerous ADJ ital-5245 23 45 ) ) PUNCT ital-5245 24 1 the the DET ital-5245 24 2 author author NOUN ital-5245 24 3 's 's PART ital-5245 24 4 last last ADJ ital-5245 24 5 name name NOUN ital-5245 24 6 was be AUX ital-5245 24 7 correct correct ADJ ital-5245 24 8 , , PUNCT ital-5245 24 9 but but CCONJ ital-5245 24 10 the the DET ital-5245 24 11 author author NOUN ital-5245 24 12 citation citation NOUN ital-5245 24 13 as as ADP ital-5245 24 14 a a DET ital-5245 24 15 whole whole NOUN ital-5245 24 16 was be AUX ital-5245 24 17 either either CCONJ ital-5245 24 18 incomplete incomplete ADJ ital-5245 24 19 or or CCONJ ital-5245 24 20 incorrect incorrect ADJ ital-5245 24 21 ; ; PUNCT ital-5245 24 22 i.e. i.e. X ital-5245 24 23 , , PUNCT ital-5245 24 24 there there PRON ital-5245 24 25 were be VERB ital-5245 24 26 mistakes mistake NOUN ital-5245 24 27 and/or and/or CCONJ ital-5245 24 28 omissions omission NOUN ital-5245 24 29 in in ADP ital-5245 24 30 the the DET ital-5245 24 31 first first ADJ ital-5245 24 32 and and CCONJ ital-5245 24 33 middle middle ADJ ital-5245 24 34 name name NOUN ital-5245 24 35 or or CCONJ ital-5245 24 36 initials initial NOUN ital-5245 24 37 . . PUNCT ital-5245 25 1 most most ADJ ital-5245 25 2 of of ADP ital-5245 25 3 the the DET ital-5245 25 4 searches search NOUN ital-5245 25 5 in in ADP ital-5245 25 6 category category NOUN ital-5245 25 7 i i PRON ital-5245 25 8 were be AUX ital-5245 25 9 incomplete incomplete ADJ ital-5245 25 10 rather rather ADV ital-5245 25 11 than than ADP ital-5245 25 12 incorrect incorrect ADJ ital-5245 25 13 . . PUNCT ital-5245 26 1 since since SCONJ ital-5245 26 2 in in ADP ital-5245 26 3 category category NOUN ital-5245 26 4 i i PRON ital-5245 26 5 there there PRON ital-5245 26 6 is be VERB ital-5245 26 7 nothing nothing PRON ital-5245 26 8 wrong wrong ADJ ital-5245 26 9 with with ADP ital-5245 26 10 the the DET ital-5245 26 11 author author NOUN ital-5245 26 12 's 's PART ital-5245 26 13 last last ADJ ital-5245 26 14 name name NOUN ital-5245 26 15 , , PUNCT ital-5245 26 16 the the DET ital-5245 26 17 searcher searcher NOUN ital-5245 26 18 's 's PART ital-5245 26 19 ability ability NOUN ital-5245 26 20 to to PART ital-5245 26 21 gain gain VERB ital-5245 26 22 access access NOUN ital-5245 26 23 to to ADP ital-5245 26 24 the the DET ital-5245 26 25 right right ADJ ital-5245 26 26 location location NOUN ital-5245 26 27 in in ADP ital-5245 26 28 the the DET ital-5245 26 29 catalog catalog NOUN ital-5245 26 30 is be AUX ital-5245 26 31 presumably presumably ADV ital-5245 26 32 not not PART ital-5245 26 33 impaired impair VERB ital-5245 26 34 as as ADV ital-5245 26 35 long long ADV ital-5245 26 36 as as SCONJ ital-5245 26 37 the the DET ital-5245 26 38 last last ADJ ital-5245 26 39 name name NOUN ital-5245 26 40 is be AUX ital-5245 26 41 not not PART ital-5245 26 42 too too ADV ital-5245 26 43 common common ADJ ital-5245 26 44 . . PUNCT ital-5245 27 1 once once SCONJ ital-5245 27 2 the the DET ital-5245 27 3 searcher searcher NOUN ital-5245 27 4 has have AUX ital-5245 27 5 entered enter VERB ital-5245 27 6 the the DET ital-5245 27 7 catalog catalog NOUN ital-5245 27 8 , , PUNCT ital-5245 27 9 he he PRON ital-5245 27 10 will will AUX ital-5245 27 11 make make VERB ital-5245 27 12 use use NOUN ital-5245 27 13 of of ADP ital-5245 27 14 other other ADJ ital-5245 27 15 clues clue NOUN ital-5245 27 16 , , PUNCT ital-5245 27 17 such such ADJ ital-5245 27 18 as as ADP ital-5245 27 19 title title NOUN ital-5245 27 20 or or CCONJ ital-5245 27 21 knowledge knowledge NOUN ital-5245 27 22 of of ADP ital-5245 27 23 the the DET ital-5245 27 24 topic topic NOUN ital-5245 27 25 , , PUNCT ital-5245 27 26 to to PART ital-5245 27 27 identify identify VERB ital-5245 27 28 the the DET ital-5245 27 29 right right ADJ ital-5245 27 30 item item NOUN ital-5245 27 31 . . PUNCT ital-5245 28 1 but but CCONJ ital-5245 28 2 if if SCONJ ital-5245 28 3 the the DET ital-5245 28 4 name name NOUN ital-5245 28 5 is be AUX ital-5245 28 6 smith smith ADJ ital-5245 28 7 or or CCONJ ital-5245 28 8 brown brown ADJ ital-5245 28 9 or or CCONJ ital-5245 28 10 johnson johnson PROPN ital-5245 28 11 , , PUNCT ital-5245 28 12 and and CCONJ ital-5245 28 13 the the DET ital-5245 28 14 catalog catalog NOUN ital-5245 28 15 is be AUX ital-5245 28 16 a a DET ital-5245 28 17 large large ADJ ital-5245 28 18 one one NOUN ital-5245 28 19 , , PUNCT ital-5245 28 20 to to PART ital-5245 28 21 have have VERB ital-5245 28 22 an an DET ital-5245 28 23 incomplete incomplete ADJ ital-5245 28 24 author author NOUN ital-5245 28 25 's 's PART ital-5245 28 26 name name NOUN ital-5245 28 27 may may AUX ital-5245 28 28 be be AUX ital-5245 28 29 equivalent equivalent ADJ ital-5245 28 30 to to ADP ital-5245 28 31 having have VERB ital-5245 28 32 no no DET ital-5245 28 33 name name NOUN ital-5245 28 34 at at ADV ital-5245 28 35 all all ADV ital-5245 28 36 . . PUNCT ital-5245 29 1 ( ( PUNCT ital-5245 29 2 in in ADP ital-5245 29 3 the the DET ital-5245 29 4 university university PROPN ital-5245 29 5 of of ADP ital-5245 29 6 michigan michigan PROPN ital-5245 29 7 general general PROPN ital-5245 29 8 library library PROPN ital-5245 29 9 catalog catalog PROPN ital-5245 29 10 , , PUNCT ital-5245 29 11 which which PRON ital-5245 29 12 contains contain VERB ital-5245 29 13 over over ADP ital-5245 29 14 four four NUM ital-5245 29 15 million million NUM ital-5245 29 16 cards card NOUN ital-5245 29 17 , , PUNCT ital-5245 29 18 the the DET ital-5245 29 19 entry entry NOUN ital-5245 29 20 " " PUNCT ital-5245 29 21 smith smith PROPN ital-5245 29 22 " " PUNCT ital-5245 29 23 extends extend VERB ital-5245 29 24 over over ADP ital-5245 29 25 eight eight NUM ital-5245 29 26 drawers drawer NOUN ital-5245 29 27 , , PUNCT ital-5245 29 28 and and CCONJ ital-5245 29 29 the the DET ital-5245 29 30 entries entry NOUN ital-5245 29 31 " " PUNCT ital-5245 29 32 brown brown ADJ ital-5245 29 33 " " PUNCT ital-5245 29 34 and and CCONJ ital-5245 29 35 " " PUNCT ital-5245 29 36 johnson johnson PROPN ital-5245 29 37 " " PUNCT ital-5245 29 38 over over ADP ital-5245 29 39 four four NUM ital-5245 29 40 drawers drawer NOUN ital-5245 29 41 each each PRON ital-5245 29 42 . . PUNCT ital-5245 29 43 ) ) PUNCT ital-5245 30 1 in in ADP ital-5245 30 2 an an DET ital-5245 30 3 automated automate VERB ital-5245 30 4 catalog catalog NOUN ital-5245 30 5 it it PRON ital-5245 30 6 is be AUX ital-5245 30 7 easy easy ADJ ital-5245 30 8 to to PART ital-5245 30 9 limit limit VERB ital-5245 30 10 the the DET ital-5245 30 11 set set NOUN ital-5245 30 12 of of ADP ital-5245 30 13 entries entry NOUN ital-5245 30 14 from from ADP ital-5245 30 15 which which PRON ital-5245 30 16 the the DET ital-5245 30 17 right right ADJ ital-5245 30 18 item item NOUN ital-5245 30 19 has have VERB ital-5245 30 20 to to PART ital-5245 30 21 be be AUX ital-5245 30 22 selected select VERB ital-5245 30 23 by by ADP ital-5245 30 24 intersecting intersect VERB ital-5245 30 25 the the DET ital-5245 30 26 last last ADJ ital-5245 30 27 name name NOUN ital-5245 30 28 of of ADP ital-5245 30 29 the the DET ital-5245 30 30 author author NOUN ital-5245 30 31 with with ADP ital-5245 30 32 some some DET ital-5245 30 33 other other ADJ ital-5245 30 34 clues clue NOUN ital-5245 30 35 . . PUNCT ital-5245 31 1 incompleteness incompleteness ADJ ital-5245 31 2 of of ADP ital-5245 31 3 the the DET ital-5245 31 4 author author NOUN ital-5245 31 5 name name NOUN ital-5245 31 6 may may AUX ital-5245 31 7 then then ADV ital-5245 31 8 not not PART ital-5245 31 9 be be AUX ital-5245 31 10 a a DET ital-5245 31 11 serious serious ADJ ital-5245 31 12 handicap handicap NOUN ital-5245 31 13 . . PUNCT ital-5245 32 1 orthographic orthographic ADJ ital-5245 32 2 error error NOUN ital-5245 32 3 patternsftagliacozzo patternsftagliacozzo PROPN ital-5245 32 4 95 95 NUM ital-5245 32 5 category category PROPN ital-5245 32 6 iii iii PROPN ital-5245 32 7 includes include VERB ital-5245 32 8 all all DET ital-5245 32 9 searches search NOUN ital-5245 32 10 in in ADP ital-5245 32 11 which which PRON ital-5245 32 12 the the DET ital-5245 32 13 searcher searcher NOUN ital-5245 32 14 had have VERB ital-5245 32 15 an an DET ital-5245 32 16 author author NOUN ital-5245 32 17 that that PRON ital-5245 32 18 turned turn VERB ital-5245 32 19 out out ADP ital-5245 32 20 to to PART ital-5245 32 21 be be AUX ital-5245 32 22 wrong wrong ADJ ital-5245 32 23 . . PUNCT ital-5245 33 1 the the DET ital-5245 33 2 error error NOUN ital-5245 33 3 in in ADP ital-5245 33 4 this this DET ital-5245 33 5 case case NOUN ital-5245 33 6 was be AUX ital-5245 33 7 not not PART ital-5245 33 8 in in ADP ital-5245 33 9 incompleteness incompleteness ADJ ital-5245 33 10 or or CCONJ ital-5245 33 11 misspelling misspelling NOUN ital-5245 33 12 of of ADP ital-5245 33 13 the the DET ital-5245 33 14 author author NOUN ital-5245 33 15 's 's PART ital-5245 33 16 name name NOUN ital-5245 33 17 , , PUNCT ital-5245 33 18 but but CCONJ ital-5245 33 19 in in ADP ital-5245 33 20 the the DET ital-5245 33 21 identity identity NOUN ital-5245 33 22 of of ADP ital-5245 33 23 the the DET ital-5245 33 24 author author NOUN ital-5245 33 25 . . PUNCT ital-5245 34 1 no no DET ital-5245 34 2 further further ADJ ital-5245 34 3 analysis analysis NOUN ital-5245 34 4 of of ADP ital-5245 34 5 this this DET ital-5245 34 6 group group NOUN ital-5245 34 7 was be AUX ital-5245 34 8 conducted conduct VERB ital-5245 34 9 . . PUNCT ital-5245 35 1 category category PROPN ital-5245 35 2 ii ii PROPN ital-5245 35 3 is be AUX ital-5245 35 4 the the DET ital-5245 35 5 one one NUM ital-5245 35 6 which which PRON ital-5245 35 7 forms form VERB ital-5245 35 8 the the DET ital-5245 35 9 object object NOUN ital-5245 35 10 o£ o£ VERB ital-5245 35 11 the the DET ital-5245 35 12 present present ADJ ital-5245 35 13 report report NOUN ital-5245 35 14 . . PUNCT ital-5245 36 1 the the DET ital-5245 36 2 analysis analysis NOUN ital-5245 36 3 concerns concern VERB ital-5245 36 4 mainly mainly ADV ital-5245 36 5 position position NOUN ital-5245 36 6 and and CCONJ ital-5245 36 7 type type NOUN ital-5245 36 8 of of ADP ital-5245 36 9 errors error NOUN ital-5245 36 10 , , PUNCT ital-5245 36 11 and and CCONJ ital-5245 36 12 the the DET ital-5245 36 13 incidence incidence NOUN ital-5245 36 14 of of ADP ital-5245 36 15 errors error NOUN ital-5245 36 16 as as SCONJ ital-5245 36 17 related relate VERB ital-5245 36 18 to to PART ital-5245 36 19 name name VERB ital-5245 36 20 length length NOUN ital-5245 36 21 . . PUNCT ital-5245 37 1 position position NOUN ital-5245 37 2 of of ADP ital-5245 37 3 errors error NOUN ital-5245 37 4 in in ADP ital-5245 37 5 author author NOUN ital-5245 37 6 names name NOUN ital-5245 37 7 the the DET ital-5245 37 8 location location NOUN ital-5245 37 9 of of ADP ital-5245 37 10 errors error NOUN ital-5245 37 11 in in ADP ital-5245 37 12 the the DET ital-5245 37 13 author author NOUN ital-5245 37 14 citation citation NOUN ital-5245 37 15 is be AUX ital-5245 37 16 important important ADJ ital-5245 37 17 for for ADP ital-5245 37 18 manual manual ADJ ital-5245 37 19 systems system NOUN ital-5245 37 20 , , PUNCT ital-5245 37 21 such such ADJ ital-5245 37 22 as as ADP ital-5245 37 23 traditional traditional ADJ ital-5245 37 24 library library NOUN ital-5245 37 25 card card NOUN ital-5245 37 26 catalogs catalog NOUN ital-5245 37 27 , , PUNCT ital-5245 37 28 as as ADV ital-5245 37 29 well well ADV ital-5245 37 30 as as ADP ital-5245 37 31 for for ADP ital-5245 37 32 automated automate VERB ital-5245 37 33 systems system NOUN ital-5245 37 34 . . PUNCT ital-5245 38 1 table table NOUN ital-5245 38 2 2 2 NUM ital-5245 38 3 shows show VERB ital-5245 38 4 the the DET ital-5245 38 5 distribution distribution NOUN ital-5245 38 6 of of ADP ital-5245 38 7 e e NOUN ital-5245 38 8 in in ADP ital-5245 38 9 the the DET ital-5245 38 10 sample sample NOUN ital-5245 38 11 of of ADP ital-5245 38 12 incorrect incorrect ADJ ital-5245 38 13 author author NOUN ital-5245 38 14 citations citation NOUN ital-5245 38 15 from from ADP ital-5245 38 16 all all DET ital-5245 38 17 three three NUM ital-5245 38 18 libraries library NOUN ital-5245 38 19 , , PUNCT ital-5245 38 20 where where SCONJ ital-5245 38 21 e e NOUN ital-5245 38 22 is be AUX ital-5245 38 23 the the DET ital-5245 38 24 position position NOUN ital-5245 38 25 of of ADP ital-5245 38 26 the the DET ital-5245 38 27 letter letter NOUN ital-5245 38 28 , , PUNCT ital-5245 38 29 counting count VERB ital-5245 38 30 from from ADP ital-5245 38 31 left left ADJ ital-5245 38 32 to to ADP ital-5245 38 33 right right NOUN ital-5245 38 34 , , PUNCT ital-5245 38 35 in in ADP ital-5245 38 36 which which PRON ital-5245 38 37 an an DET ital-5245 38 38 error error NOUN ital-5245 38 39 appeared appear VERB ital-5245 38 40 . . PUNCT ital-5245 39 1 in in ADP ital-5245 39 2 the the DET ital-5245 39 3 fourteen fourteen NUM ital-5245 39 4 cases case NOUN ital-5245 39 5 in in ADP ital-5245 39 6 which which PRON ital-5245 39 7 more more ADJ ital-5245 39 8 than than ADP ital-5245 39 9 one one NUM ital-5245 39 10 error error NOUN ital-5245 39 11 occurred occur VERB ital-5245 39 12 in in ADP ital-5245 39 13 the the DET ital-5245 39 14 same same ADJ ital-5245 39 15 name name NOUN ital-5245 39 16 , , PUNCT ital-5245 39 17 only only ADV ital-5245 39 18 the the DET ital-5245 39 19 first first ADJ ital-5245 39 20 error error NOUN ital-5245 39 21 was be AUX ital-5245 39 22 considered consider VERB ital-5245 39 23 . . PUNCT ital-5245 40 1 in in ADP ital-5245 40 2 a a DET ital-5245 40 3 few few ADJ ital-5245 40 4 cases case NOUN ital-5245 40 5 the the DET ital-5245 40 6 error error NOUN ital-5245 40 7 involved involve VERB ital-5245 40 8 a a DET ital-5245 40 9 string string NOUN ital-5245 40 10 of of ADP ital-5245 40 11 letters letter NOUN ital-5245 40 12 ( ( PUNCT ital-5245 40 13 e.g. e.g. ADV ital-5245 40 14 , , PUNCT ital-5245 40 15 friedman friedman NOUN ital-5245 40 16 for for ADP ital-5245 40 17 friedberg friedberg PROPN ital-5245 40 18 ) ) PUNCT ital-5245 40 19 . . PUNCT ital-5245 41 1 in in ADP ital-5245 41 2 such such ADJ ital-5245 41 3 cases case NOUN ital-5245 41 4 the the DET ital-5245 41 5 position position NOUN ital-5245 41 6 of of ADP ital-5245 41 7 the the DET ital-5245 41 8 first first ADJ ital-5245 41 9 letter letter NOUN ital-5245 41 10 of of ADP ital-5245 41 11 the the DET ital-5245 41 12 string string NOUN ital-5245 41 13 determined determine VERB ital-5245 41 14 the the DET ital-5245 41 15 location location NOUN ital-5245 41 16 of of ADP ital-5245 41 17 the the DET ital-5245 41 18 error error NOUN ital-5245 41 19 . . PUNCT ital-5245 42 1 table table NOUN ital-5245 42 2 2 2 NUM ital-5245 42 3 . . PUNCT ital-5245 43 1 position position NOUN ital-5245 43 2 of of ADP ital-5245 43 3 error error NOUN ital-5245 43 4 in in ADP ital-5245 43 5 last last ADJ ital-5245 43 6 name name NOUN ital-5245 43 7 of of ADP ital-5245 43 8 author author NOUN ital-5245 43 9 incorrect incorrect ADJ ital-5245 43 10 names name NOUN ital-5245 43 11 e e X ital-5245 43 12 no no INTJ ital-5245 43 13 . . PUNCT ital-5245 44 1 % % INTJ ital-5245 44 2 cumulative cumulative ADJ ital-5245 44 3 % % NOUN ital-5245 44 4 1 1 NUM ital-5245 44 5 2 2 NUM ital-5245 44 6 2.3 2.3 NUM ital-5245 44 7 2.3 2.3 NUM ital-5245 44 8 2 2 NUM ital-5245 44 9 11 11 NUM ital-5245 44 10 12.6 12.6 NUM ital-5245 44 11 14.9 14.9 NUM ital-5245 44 12 3 3 NUM ital-5245 44 13 11 11 NUM ital-5245 44 14 12.6 12.6 NUM ital-5245 44 15 27.6 27.6 NUM ital-5245 44 16 4 4 NUM ital-5245 44 17 19 19 NUM ital-5245 44 18 21.8 21.8 NUM ital-5245 44 19 49.4 49.4 NUM ital-5245 44 20 5 5 NUM ital-5245 44 21 13 13 NUM ital-5245 44 22 14.9 14.9 NUM ital-5245 44 23 64.4 64.4 NUM ital-5245 44 24 6 6 NUM ital-5245 44 25 12 12 NUM ital-5245 44 26 13.8 13.8 NUM ital-5245 44 27 78.2 78.2 NUM ital-5245 44 28 7 7 NUM ital-5245 44 29 7 7 NUM ital-5245 44 30 8.0 8.0 NUM ital-5245 44 31 86.2 86.2 NUM ital-5245 44 32 8 8 NUM ital-5245 44 33 6 6 NUM ital-5245 44 34 6.9 6.9 NUM ital-5245 44 35 93.1 93.1 NUM ital-5245 44 36 9 9 NUM ital-5245 44 37 3 3 NUM ital-5245 44 38 3.4 3.4 NUM ital-5245 44 39 96.6 96.6 NUM ital-5245 44 40 10 10 NUM ital-5245 44 41 2 2 NUM ital-5245 44 42 2.3 2.3 NUM ital-5245 44 43 98.9 98.9 NUM ital-5245 44 44 11 11 NUM ital-5245 44 45 1 1 NUM ital-5245 44 46 1.1 1.1 NUM ital-5245 44 47 100.0 100.0 NUM ital-5245 44 48 total total NOUN ital-5245 44 49 87 87 NUM ital-5245 44 50 table table NOUN ital-5245 44 51 2 2 NUM ital-5245 44 52 shows show VERB ital-5245 44 53 that that SCONJ ital-5245 44 54 about about ADV ital-5245 44 55 half half DET ital-5245 44 56 the the DET ital-5245 44 57 incorrect incorrect ADJ ital-5245 44 58 author author NOUN ital-5245 44 59 names name NOUN ital-5245 44 60 had have VERB ital-5245 44 61 errors error NOUN ital-5245 44 62 in in ADP ital-5245 44 63 one one NUM ital-5245 44 64 of of ADP ital-5245 44 65 the the DET ital-5245 44 66 first first ADJ ital-5245 44 67 four four NUM ital-5245 44 68 letters letter NOUN ital-5245 44 69 , , PUNCT ital-5245 44 70 while while SCONJ ital-5245 44 71 the the DET ital-5245 44 72 other other ADJ ital-5245 44 73 half half NOUN ital-5245 44 74 had have VERB ital-5245 44 75 errors error NOUN ital-5245 44 76 in in ADP ital-5245 44 77 one one NUM ital-5245 44 78 of of ADP ital-5245 44 79 the the DET ital-5245 44 80 following follow VERB ital-5245 44 81 letters letter NOUN ital-5245 44 82 , , PUNCT ital-5245 44 83 from from ADP ital-5245 44 84 the the DET ital-5245 44 85 fifth fifth ADJ ital-5245 44 86 to to ADP ital-5245 44 87 the the DET ital-5245 44 88 eleventh eleventh ADJ ital-5245 44 89 position position NOUN ital-5245 44 90 . . PUNCT ital-5245 45 1 the the DET ital-5245 45 2 most most ADV ital-5245 45 3 frequently frequently ADV ital-5245 45 4 misspelled misspell VERB ital-5245 45 5 is be AUX ital-5245 45 6 the the DET ital-5245 45 7 fourth fourth ADJ ital-5245 45 8 letter letter NOUN ital-5245 45 9 , , PUNCT ital-5245 45 10 which which PRON ital-5245 45 11 is be AUX ital-5245 45 12 responsible responsible ADJ ital-5245 45 13 for for ADP ital-5245 45 14 21.8 21.8 NUM ital-5245 45 15 % % NOUN ital-5245 45 16 of of ADP ital-5245 45 17 the the DET ital-5245 45 18 total total ADJ ital-5245 45 19 number number NOUN ital-5245 45 20 of of ADP ital-5245 45 21 errors error NOUN ital-5245 45 22 occurring occur VERB ital-5245 45 23 in in ADP ital-5245 45 24 the the DET ital-5245 45 25 sample sample NOUN ital-5245 45 26 . . PUNCT ital-5245 46 1 the the DET ital-5245 46 2 ordinal ordinal ADJ ital-5245 46 3 number number NOUN ital-5245 46 4 indicating indicate VERB ital-5245 46 5 the the DET ital-5245 46 6 position position NOUN ital-5245 46 7 of of ADP ital-5245 46 8 the the DET ital-5245 46 9 error error NOUN ital-5245 46 10 is be AUX ital-5245 46 11 not not PART ital-5245 46 12 , , PUNCT ital-5245 46 13 by by ADP ital-5245 46 14 itself itself PRON ital-5245 46 15 , , PUNCT ital-5245 46 16 a a DET ital-5245 46 17 sufficient sufficient ADJ ital-5245 46 18 indicator indicator NOUN ital-5245 46 19 of of ADP ital-5245 46 20 the the DET ital-5245 46 21 area area NOUN ital-5245 46 22 where where SCONJ ital-5245 46 23 the the DET ital-5245 46 24 error error NOUN ital-5245 46 25 occurred occur VERB ital-5245 46 26 . . PUNCT ital-5245 47 1 an an DET ital-5245 47 2 error error NOUN ital-5245 47 3 in in ADP ital-5245 47 4 the the DET ital-5245 47 5 third third ADJ ital-5245 47 6 letter letter NOUN ital-5245 47 7 , , PUNCT ital-5245 47 8 for for ADP ital-5245 47 9 instance instance NOUN ital-5245 47 10 , , PUNCT ital-5245 47 11 is be AUX ital-5245 47 12 close close ADJ ital-5245 47 13 to to ADP ital-5245 47 14 the the DET ital-5245 47 15 beginning beginning NOUN ital-5245 47 16 of of ADP ital-5245 47 17 the the DET ital-5245 47 18 name name NOUN ital-5245 47 19 if if SCONJ ital-5245 47 20 the the DET ital-5245 47 21 96 96 NUM ital-5245 47 22 ] ] PUNCT ital-5245 47 23 ourml ourml NOUN ital-5245 47 24 of of ADP ital-5245 47 25 library library PROPN ital-5245 47 26 automation automation NOUN ital-5245 47 27 vol vol NOUN ital-5245 47 28 . . PUNCT ital-5245 48 1 3/ 3/ NUM ital-5245 48 2 2 2 NUM ital-5245 48 3 june june PROPN ital-5245 48 4 , , PUNCT ital-5245 48 5 1970 1970 NUM ital-5245 48 6 name name NOUN ital-5245 48 7 is be AUX ital-5245 48 8 9 9 NUM ital-5245 48 9 letters letter NOUN ital-5245 48 10 long long ADJ ital-5245 48 11 , , PUNCT ital-5245 48 12 but but CCONJ ital-5245 48 13 close close ADV ital-5245 48 14 to to ADP ital-5245 48 15 the the DET ital-5245 48 16 end end NOUN ital-5245 48 17 if if SCONJ ital-5245 48 18 the the DET ital-5245 48 19 name name NOUN ital-5245 48 20 is be AUX ital-5245 48 21 4 4 NUM ital-5245 48 22 letters letter NOUN ital-5245 48 23 long long ADJ ital-5245 48 24 . . PUNCT ital-5245 49 1 in in ADP ital-5245 49 2 table table NOUN ital-5245 49 3 3 3 NUM ital-5245 49 4 l l PRON ital-5245 49 5 indicates indicate VERB ital-5245 49 6 the the DET ital-5245 49 7 length length NOUN ital-5245 49 8 ( ( PUNCT ital-5245 49 9 the the DET ital-5245 49 10 number number NOUN ital-5245 49 11 of of ADP ital-5245 49 12 letters letter NOUN ital-5245 49 13 ) ) PUNCT ital-5245 49 14 of of ADP ital-5245 49 15 the the DET ital-5245 49 16 authot authot PROPN ital-5245 49 17 name name NOUN ital-5245 49 18 and and CCONJ ital-5245 49 19 pa pa PROPN ital-5245 49 20 the the DET ital-5245 49 21 location location NOUN ital-5245 49 22 of of ADP ital-5245 49 23 the the DET ital-5245 49 24 error error NOUN ital-5245 49 25 - - PUNCT ital-5245 49 26 i.e. i.e. X ital-5245 49 27 , , PUNCT ital-5245 49 28 the the DET ital-5245 49 29 position position NOUN ital-5245 49 30 of of ADP ital-5245 49 31 the the DET ital-5245 49 32 first first ADJ ital-5245 49 33 letter letter NOUN ital-5245 49 34 , , PUNCT ital-5245 49 35 counting count VERB ital-5245 49 36 from from ADP ital-5245 49 37 left left ADJ ital-5245 49 38 to to ADP ital-5245 49 39 right right NOUN ital-5245 49 40 , , PUNCT ital-5245 49 41 where where SCONJ ital-5245 49 42 an an DET ital-5245 49 43 error error NOUN ital-5245 49 44 appears appear VERB ital-5245 49 45 . . PUNCT ital-5245 50 1 the the DET ital-5245 50 2 incorrect incorrect ADJ ital-5245 50 3 author author NOUN ital-5245 50 4 names name NOUN ital-5245 50 5 of of ADP ital-5245 50 6 the the DET ital-5245 50 7 sample sample NOUN ital-5245 50 8 ( ( PUNCT ital-5245 50 9 87 87 NUM ital-5245 50 10 ) ) PUNCT ital-5245 50 11 have have VERB ital-5245 50 12 a a DET ital-5245 50 13 length length NOUN ital-5245 50 14 of of ADP ital-5245 50 15 between between ADP ital-5245 50 16 3 3 NUM ital-5245 50 17 and and CCONJ ital-5245 50 18 12 12 NUM ital-5245 50 19 letters letter NOUN ital-5245 50 20 . . PUNCT ital-5245 51 1 the the DET ital-5245 51 2 column column NOUN ital-5245 51 3 on on ADP ital-5245 51 4 the the DET ital-5245 51 5 right right NOUN ital-5245 51 6 of of ADP ital-5245 51 7 the the DET ital-5245 51 8 table table NOUN ital-5245 51 9 , , PUNCT ital-5245 51 10 el el PROPN ital-5245 51 11 , , PUNCT ital-5245 51 12 indicates indicate VERB ital-5245 51 13 the the DET ital-5245 51 14 distribution distribution NOUN ital-5245 51 15 of of ADP ital-5245 51 16 names name NOUN ital-5245 51 17 of of ADP ital-5245 51 18 a a DET ital-5245 51 19 given give VERB ital-5245 51 20 length length NOUN ital-5245 51 21 . . PUNCT ital-5245 52 1 the the DET ital-5245 52 2 row row NOUN ital-5245 52 3 at at ADP ital-5245 52 4 the the DET ital-5245 52 5 bottom bottom NOUN ital-5245 52 6 of of ADP ital-5245 52 7 the the DET ital-5245 52 8 table table NOUN ital-5245 52 9 gives give VERB ital-5245 52 10 the the DET ital-5245 52 11 distribution distribution NOUN ital-5245 52 12 of of ADP ital-5245 52 13 errors error NOUN ital-5245 52 14 occurring occur VERB ital-5245 52 15 in in ADP ital-5245 52 16 a a DET ital-5245 52 17 given give VERB ital-5245 52 18 position position NOUN ital-5245 52 19 . . PUNCT ital-5245 53 1 mistakes mistake NOUN ital-5245 53 2 are be AUX ital-5245 53 3 shown show VERB ital-5245 53 4 to to PART ital-5245 53 5 occur occur VERB ital-5245 53 6 anywhere anywhere ADV ital-5245 53 7 from from ADP ital-5245 53 8 the the DET ital-5245 53 9 first first ADJ ital-5245 53 10 letter letter NOUN ital-5245 53 11 to to ADP ital-5245 53 12 the the DET ital-5245 53 13 eleventh eleventh ADJ ital-5245 53 14 letter letter NOUN ital-5245 53 15 . . PUNCT ital-5245 54 1 when when SCONJ ital-5245 54 2 the the DET ital-5245 54 3 error error NOUN ital-5245 54 4 consists consist VERB ital-5245 54 5 in in ADP ital-5245 54 6 the the DET ital-5245 54 7 addition addition NOUN ital-5245 54 8 of of ADP ital-5245 54 9 a a DET ital-5245 54 10 letter letter NOUN ital-5245 54 11 to to ADP ital-5245 54 12 the the DET ital-5245 54 13 end end NOUN ital-5245 54 14 of of ADP ital-5245 54 15 the the DET ital-5245 54 16 correct correct ADJ ital-5245 54 17 name name NOUN ital-5245 54 18 , , PUNCT ital-5245 54 19 pa pa PROPN ital-5245 54 20 is be AUX ital-5245 54 21 beyond beyond ADP ital-5245 54 22 the the DET ital-5245 54 23 name name NOUN ital-5245 54 24 itself itself PRON ital-5245 54 25 . . PUNCT ital-5245 55 1 the the DET ital-5245 55 2 figures figure NOUN ital-5245 55 3 which which PRON ital-5245 55 4 appear appear VERB ital-5245 55 5 next next ADV ital-5245 55 6 to to ADP ital-5245 55 7 the the DET ital-5245 55 8 diagonal diagonal ADJ ital-5245 55 9 line line NOUN ital-5245 55 10 , , PUNCT ital-5245 55 11 on on ADP ital-5245 55 12 the the DET ital-5245 55 13 right right NOUN ital-5245 55 14 , , PUNCT ital-5245 55 15 indicate indicate VERB ital-5245 55 16 mistakes mistake NOUN ital-5245 55 17 of of ADP ital-5245 55 18 this this DET ital-5245 55 19 sort sort NOUN ital-5245 55 20 . . PUNCT ital-5245 56 1 a a DET ital-5245 56 2 sununary sununary ADJ ital-5245 56 3 inspection inspection NOUN ital-5245 56 4 of of ADP ital-5245 56 5 the the DET ital-5245 56 6 table table NOUN ital-5245 56 7 produces produce VERB ital-5245 56 8 the the DET ital-5245 56 9 impression impression NOUN ital-5245 56 10 that that SCONJ ital-5245 56 11 errors error NOUN ital-5245 56 12 are be AUX ital-5245 56 13 clustered cluster VERB ital-5245 56 14 toward toward ADP ital-5245 56 15 the the DET ital-5245 56 16 end end NOUN ital-5245 56 17 of of ADP ital-5245 56 18 the the DET ital-5245 56 19 names name NOUN ital-5245 56 20 , , PUNCT ital-5245 56 21 or or CCONJ ital-5245 56 22 at at ADP ital-5245 56 23 least least ADJ ital-5245 56 24 that that SCONJ ital-5245 56 25 they they PRON ital-5245 56 26 are be AUX ital-5245 56 27 more more ADV ital-5245 56 28 prevalent prevalent ADJ ital-5245 56 29 in in ADP ital-5245 56 30 the the DET ital-5245 56 31 second second ADJ ital-5245 56 32 half half NOUN ital-5245 56 33 of of ADP ital-5245 56 34 the the DET ital-5245 56 35 name name NOUN ital-5245 56 36 than than ADP ital-5245 56 37 in in ADP ital-5245 56 38 the the DET ital-5245 56 39 first first ADJ ital-5245 56 40 half half NOUN ital-5245 56 41 . . PUNCT ital-5245 57 1 this this PRON ital-5245 57 2 seems seem VERB ital-5245 57 3 to to PART ital-5245 57 4 be be AUX ital-5245 57 5 a a DET ital-5245 57 6 direct direct ADJ ital-5245 57 7 consequence consequence NOUN ital-5245 57 8 of of ADP ital-5245 57 9 the the DET ital-5245 57 10 fact fact NOUN ital-5245 57 11 that that SCONJ ital-5245 57 12 the the DET ital-5245 57 13 first first ADJ ital-5245 57 14 column column NOUN ital-5245 57 15 of of ADP ital-5245 57 16 the the DET ital-5245 57 17 table table NOUN ital-5245 57 18 ( ( PUNCT ital-5245 57 19 errors error NOUN ital-5245 57 20 in in ADP ital-5245 57 21 position position NOUN ital-5245 57 22 1 1 NUM ital-5245 57 23 ) ) PUNCT ital-5245 57 24 is be AUX ital-5245 57 25 almost almost ADV ital-5245 57 26 empty empty ADJ ital-5245 57 27 . . PUNCT ital-5245 58 1 it it PRON ital-5245 58 2 is be AUX ital-5245 58 3 tempting tempting ADJ ital-5245 58 4 to to PART ital-5245 58 5 say say VERB ital-5245 58 6 that that SCONJ ital-5245 58 7 errors error NOUN ital-5245 58 8 very very ADV ital-5245 58 9 rarely rarely ADV ital-5245 58 10 occur occur VERB ital-5245 58 11 in in ADP ital-5245 58 12 the the DET ital-5245 58 13 first first ADJ ital-5245 58 14 letter letter NOUN ital-5245 58 15 of of ADP ital-5245 58 16 a a DET ital-5245 58 17 proper proper ADJ ital-5245 58 18 name name NOUN ital-5245 58 19 . . PUNCT ital-5245 59 1 but but CCONJ ital-5245 59 2 is be AUX ital-5245 59 3 this this PRON ital-5245 59 4 really really ADV ital-5245 59 5 so so ADV ital-5245 59 6 ? ? PUNCT ital-5245 60 1 it it PRON ital-5245 60 2 is be AUX ital-5245 60 3 true true ADJ ital-5245 60 4 that that SCONJ ital-5245 60 5 english english PROPN ital-5245 60 6 - - PUNCT ital-5245 60 7 speaking speak VERB ital-5245 60 8 people people NOUN ital-5245 60 9 place place VERB ital-5245 60 10 particular particular ADJ ital-5245 60 11 emphasis emphasis NOUN ital-5245 60 12 on on ADP ital-5245 60 13 initials initial NOUN ital-5245 60 14 , , PUNCT ital-5245 60 15 to to ADP ital-5245 60 16 the the DET ital-5245 60 17 extent extent NOUN ital-5245 60 18 that that SCONJ ital-5245 60 19 initials initial NOUN ital-5245 60 20 are be AUX ital-5245 60 21 often often ADV ital-5245 60 22 sufficient sufficient ADJ ital-5245 60 23 for for ADP ital-5245 60 24 identifying identify VERB ital-5245 60 25 well well ADV ital-5245 60 26 - - PUNCT ital-5245 60 27 known know VERB ital-5245 60 28 figures figure NOUN ital-5245 60 29 . . PUNCT ital-5245 61 1 the the DET ital-5245 61 2 special special ADJ ital-5245 61 3 attention attention NOUN ital-5245 61 4 given give VERB ital-5245 61 5 to to ADP ital-5245 61 6 the the DET ital-5245 61 7 first first ADJ ital-5245 61 8 table table NOUN ital-5245 61 9 3 3 NUM ital-5245 61 10 . . PUNCT ital-5245 62 1 position position NOUN ital-5245 62 2 of of ADP ital-5245 62 3 error error NOUN ital-5245 62 4 vs. vs. ADP ital-5245 62 5 length length NOUN ital-5245 62 6 of of ADP ital-5245 62 7 name name NOUN ital-5245 62 8 length length NOUN ital-5245 62 9 ( ( PUNCT ital-5245 62 10 l l NOUN ital-5245 62 11 ) ) PUNCT ital-5245 62 12 errors error NOUN ital-5245 62 13 ( ( PUNCT ital-5245 62 14 pe pe X ital-5245 62 15 ) ) PUNCT ital-5245 62 16 frequency frequency NOUN ital-5245 62 17 ( ( PUNCT ital-5245 62 18 el el PROPN ital-5245 62 19 ) ) PUNCT ital-5245 62 20 1 1 NUM ital-5245 62 21 2 2 NUM ital-5245 62 22 3 3 NUM ital-5245 62 23 4 4 NUM ital-5245 62 24 5 5 NUM ital-5245 62 25 6 6 NUM ital-5245 62 26 7 7 NUM ital-5245 62 27 8 8 NUM ital-5245 62 28 9 9 NUM ital-5245 62 29 10 10 NUM ital-5245 62 30 11 11 NUM ital-5245 62 31 3 3 NUM ital-5245 62 32 1 1 NUM ital-5245 62 33 1 1 NUM ital-5245 62 34 4 4 NUM ital-5245 62 35 1 1 NUM ital-5245 62 36 3 3 NUM ital-5245 62 37 5 5 NUM ital-5245 62 38 5 5 NUM ital-5245 62 39 1 1 NUM ital-5245 62 40 2 2 NUM ital-5245 62 41 1 1 NUM ital-5245 62 42 7 7 NUM ital-5245 62 43 6 6 NUM ital-5245 62 44 1 1 NUM ital-5245 62 45 3 3 NUM ital-5245 62 46 6 6 NUM ital-5245 62 47 21 21 NUM ital-5245 62 48 7 7 NUM ital-5245 62 49 4 4 NUM ital-5245 62 50 2 2 NUM ital-5245 62 51 6 6 NUM ital-5245 62 52 19 19 NUM ital-5245 62 53 8 8 NUM ital-5245 62 54 2 2 NUM ital-5245 62 55 3 3 NUM ital-5245 62 56 2 2 NUM ital-5245 62 57 16 16 NUM ital-5245 62 58 9 9 NUM ital-5245 62 59 2 2 NUM ital-5245 62 60 1 1 NUM ital-5245 62 61 1 1 NUM ital-5245 62 62 1 1 NUM ital-5245 62 63 1 1 NUM ital-5245 62 64 1 1 NUM ital-5245 62 65 1 1 NUM ital-5245 62 66 8 8 NUM ital-5245 62 67 10 10 NUM ital-5245 62 68 1 1 NUM ital-5245 62 69 1 1 NUM ital-5245 62 70 2 2 NUM ital-5245 62 71 1 1 NUM ital-5245 62 72 2 2 NUM ital-5245 62 73 7 7 NUM ital-5245 62 74 11 11 NUM ital-5245 62 75 1 1 NUM ital-5245 62 76 1 1 NUM ital-5245 62 77 2 2 NUM ital-5245 62 78 12 12 NUM ital-5245 62 79 1 1 NUM ital-5245 62 80 1 1 NUM ital-5245 62 81 total total ADJ ital-5245 62 82 2 2 NUM ital-5245 62 83 11 11 NUM ital-5245 62 84 11 11 NUM ital-5245 62 85 19 19 NUM ital-5245 62 86 13 13 NUM ital-5245 62 87 12 12 NUM ital-5245 62 88 7 7 NUM ital-5245 62 89 6 6 NUM ital-5245 62 90 3 3 NUM ital-5245 62 91 2 2 NUM ital-5245 62 92 1 1 NUM ital-5245 62 93 87 87 NUM ital-5245 62 94 orthographic orthographic ADJ ital-5245 62 95 error error NOUN ital-5245 62 96 patternsjtagliacozzo patternsjtagliacozzo VERB ital-5245 62 97 97 97 NUM ital-5245 62 98 letter letter NOUN ital-5245 62 99 of of ADP ital-5245 62 100 a a DET ital-5245 62 101 name name NOUN ital-5245 62 102 would would AUX ital-5245 62 103 certainly certainly ADV ital-5245 62 104 contribute contribute VERB ital-5245 62 105 to to ADP ital-5245 62 106 the the DET ital-5245 62 107 scarcity scarcity NOUN ital-5245 62 108 of of ADP ital-5245 62 109 errors error NOUN ital-5245 62 110 in in ADP ital-5245 62 111 such such DET ital-5245 62 112 a a DET ital-5245 62 113 letter letter NOUN ital-5245 62 114 . . PUNCT ital-5245 63 1 but but CCONJ ital-5245 63 2 it it PRON ital-5245 63 3 is be AUX ital-5245 63 4 also also ADV ital-5245 63 5 possible possible ADJ ital-5245 63 6 that that SCONJ ital-5245 63 7 when when SCONJ ital-5245 63 8 errors error NOUN ital-5245 63 9 in in ADP ital-5245 63 10 the the DET ital-5245 63 11 first first ADJ ital-5245 63 12 letter letter NOUN ital-5245 63 13 occur occur VERB ital-5245 63 14 , , PUNCT ital-5245 63 15 they they PRON ital-5245 63 16 so so ADV ital-5245 63 17 transform transform VERB ital-5245 63 18 the the DET ital-5245 63 19 name name NOUN ital-5245 63 20 that that PRON ital-5245 63 21 it it PRON ital-5245 63 22 becomes become VERB ital-5245 63 23 unrecognizable unrecognizable ADJ ital-5245 63 24 . . PUNCT ital-5245 64 1 several several ADJ ital-5245 64 2 such such ADJ ital-5245 64 3 authors author NOUN ital-5245 64 4 may may AUX ital-5245 64 5 have have AUX ital-5245 64 6 ended end VERB ital-5245 64 7 up up ADP ital-5245 64 8 in in ADP ital-5245 64 9 the the DET ital-5245 64 10 category category NOUN ital-5245 64 11 of of ADP ital-5245 64 12 non non ADJ ital-5245 64 13 - - ADJ ital-5245 64 14 verified verified ADJ ital-5245 64 15 authors author NOUN ital-5245 64 16 necessarily necessarily ADV ital-5245 64 17 excluded exclude VERB ital-5245 64 18 from from ADP ital-5245 64 19 the the DET ital-5245 64 20 analysis analysis NOUN ital-5245 64 21 . . PUNCT ital-5245 65 1 it it PRON ital-5245 65 2 would would AUX ital-5245 65 3 be be AUX ital-5245 65 4 interesting interesting ADJ ital-5245 65 5 to to PART ital-5245 65 6 verify verify VERB ital-5245 65 7 whether whether SCONJ ital-5245 65 8 the the DET ital-5245 65 9 " " PUNCT ital-5245 65 10 serial serial ADJ ital-5245 65 11 - - PUNCT ital-5245 65 12 position position NOUN ital-5245 65 13 effect effect NOUN ital-5245 65 14 " " PUNCT ital-5245 65 15 that that SCONJ ital-5245 65 16 some some DET ital-5245 65 17 authors author NOUN ital-5245 65 18 found find VERB ital-5245 65 19 in in ADP ital-5245 65 20 the the DET ital-5245 65 21 spelling spelling NOUN ital-5245 65 22 of of ADP ital-5245 65 23 common common ADJ ital-5245 65 24 nouns noun NOUN ital-5245 65 25 is be AUX ital-5245 65 26 present present ADJ ital-5245 65 27 also also ADV ital-5245 65 28 in in ADP ital-5245 65 29 the the DET ital-5245 65 30 spelling spelling NOUN ital-5245 65 31 of of ADP ital-5245 65 32 proper proper ADJ ital-5245 65 33 names name NOUN ital-5245 65 34 . . PUNCT ital-5245 66 1 according accord VERB ital-5245 66 2 to to ADP ital-5245 66 3 jensen jensen PROPN ital-5245 66 4 and and CCONJ ital-5245 66 5 to to ADP ital-5245 66 6 kooi kooi PROPN ital-5245 66 7 et et PROPN ital-5245 66 8 al al PROPN ital-5245 66 9 . . PROPN ital-5245 66 10 , , PUNCT ital-5245 66 11 the the DET ital-5245 66 12 distribution distribution NOUN ital-5245 66 13 of of ADP ital-5245 66 14 spelling spell VERB ital-5245 66 15 errors error NOUN ital-5245 66 16 in in ADP ital-5245 66 17 relation relation NOUN ital-5245 66 18 to to PART ital-5245 66 19 letter letter VERB ital-5245 66 20 position position NOUN ital-5245 66 21 closely closely ADV ital-5245 66 22 approximates approximate VERB ital-5245 66 23 the the DET ital-5245 66 24 serial serial ADJ ital-5245 66 25 - - PUNCT ital-5245 66 26 position position NOUN ital-5245 66 27 curve curve NOUN ital-5245 66 28 for for ADP ital-5245 66 29 errors error NOUN ital-5245 66 30 found find VERB ital-5245 66 31 in in ADP ital-5245 66 32 serial serial PROPN ital-5245 66 33 rote rote NOUN ital-5245 66 34 learning learning PROPN ital-5245 66 35 ( ( PUNCT ital-5245 66 36 11 11 NUM ital-5245 66 37 , , PUNCT ital-5245 66 38 12 12 NUM ital-5245 66 39 ) ) PUNCT ital-5245 66 40 . . PUNCT ital-5245 67 1 to to PART ital-5245 67 2 ascertain ascertain VERB ital-5245 67 3 if if SCONJ ital-5245 67 4 this this PRON ital-5245 67 5 is be AUX ital-5245 67 6 the the DET ital-5245 67 7 case case NOUN ital-5245 67 8 for for ADP ital-5245 67 9 author author NOUN ital-5245 67 10 names name NOUN ital-5245 67 11 , , PUNCT ital-5245 67 12 a a DET ital-5245 67 13 data datum NOUN ital-5245 67 14 base base NOUN ital-5245 67 15 much much ADV ital-5245 67 16 larger large ADJ ital-5245 67 17 than than SCONJ ital-5245 67 18 that that PRON ital-5245 67 19 used use VERB ital-5245 67 20 for for ADP ital-5245 67 21 this this DET ital-5245 67 22 study study NOUN ital-5245 67 23 would would AUX ital-5245 67 24 be be AUX ital-5245 67 25 needed need VERB ital-5245 67 26 . . PUNCT ital-5245 68 1 distribution distribution NOUN ital-5245 68 2 of of ADP ital-5245 68 3 errors error NOUN ital-5245 68 4 and and CCONJ ital-5245 68 5 length length NOUN ital-5245 68 6 of of ADP ital-5245 68 7 names name NOUN ital-5245 68 8 is be AUX ital-5245 68 9 the the DET ital-5245 68 10 probability probability NOUN ital-5245 68 11 of of ADP ital-5245 68 12 a a DET ital-5245 68 13 catalog catalog NOUN ital-5245 68 14 searcher searcher NOUN ital-5245 68 15 misspelling misspell VERB ital-5245 68 16 the the DET ital-5245 68 17 name name NOUN ital-5245 68 18 of of ADP ital-5245 68 19 an an DET ital-5245 68 20 author author NOUN ital-5245 68 21 dependent dependent ADJ ital-5245 68 22 to to ADP ital-5245 68 23 any any DET ital-5245 68 24 extent extent NOUN ital-5245 68 25 on on ADP ital-5245 68 26 the the DET ital-5245 68 27 length length NOUN ital-5245 68 28 of of ADP ital-5245 68 29 the the DET ital-5245 68 30 name name NOUN ital-5245 68 31 ? ? PUNCT ital-5245 69 1 table table NOUN ital-5245 69 2 3 3 NUM ital-5245 69 3 shows show VERB ital-5245 69 4 the the DET ital-5245 69 5 frequency frequency NOUN ital-5245 69 6 of of ADP ital-5245 69 7 occurrence occurrence NOUN ital-5245 69 8 of of ADP ital-5245 69 9 names name NOUN ital-5245 69 10 of of ADP ital-5245 69 11 a a DET ital-5245 69 12 given give VERB ital-5245 69 13 length length NOUN ital-5245 69 14 in in ADP ital-5245 69 15 the the DET ital-5245 69 16 87 87 NUM ital-5245 69 17 misspelled misspell VERB ital-5245 69 18 names name NOUN ital-5245 69 19 ( ( PUNCT ital-5245 69 20 column column NOUN ital-5245 69 21 el el PROPN ital-5245 69 22 ) ) PUNCT ital-5245 69 23 . . PUNCT ital-5245 70 1 the the DET ital-5245 70 2 next next ADJ ital-5245 70 3 step step NOUN ital-5245 70 4 was be AUX ital-5245 70 5 to to PART ital-5245 70 6 calculate calculate VERB ital-5245 70 7 the the DET ital-5245 70 8 distribution distribution NOUN ital-5245 70 9 of of ADP ital-5245 70 10 the the DET ital-5245 70 11 length length NOUN ital-5245 70 12 of of ADP ital-5245 70 13 author author NOUN ital-5245 70 14 names name NOUN ital-5245 70 15 in in ADP ital-5245 70 16 the the DET ital-5245 70 17 whole whole ADJ ital-5245 70 18 group group NOUN ital-5245 70 19 of of ADP ital-5245 70 20 verified verify VERB ital-5245 70 21 author author NOUN ital-5245 70 22 citations citation NOUN ital-5245 70 23 provided provide VERB ital-5245 70 24 by by ADP ital-5245 70 25 the the DET ital-5245 70 26 catalog catalog NOUN ital-5245 70 27 searchers searcher NOUN ital-5245 70 28 . . PUNCT ital-5245 71 1 this this DET ital-5245 71 2 group group NOUN ital-5245 71 3 , , PUNCT ital-5245 71 4 it it PRON ital-5245 71 5 should should AUX ital-5245 71 6 be be AUX ital-5245 71 7 remembered remember VERB ital-5245 71 8 , , PUNCT ital-5245 71 9 does do AUX ital-5245 71 10 not not PART ital-5245 71 11 include include VERB ital-5245 71 12 multiple multiple ADJ ital-5245 71 13 authors author NOUN ital-5245 71 14 , , PUNCT ital-5245 71 15 multiple multiple ADJ ital-5245 71 16 editors editor NOUN ital-5245 71 17 or or CCONJ ital-5245 71 18 nonpersonal nonpersonal ADJ ital-5245 71 19 authors author NOUN ital-5245 71 20 . . PUNCT ital-5245 72 1 the the DET ital-5245 72 2 ratio ratio NOUN ital-5245 72 3 of of ADP ital-5245 72 4 the the DET ital-5245 72 5 corresponding correspond VERB ital-5245 72 6 figures figure NOUN ital-5245 72 7 in in ADP ital-5245 72 8 the the DET ital-5245 72 9 two two NUM ital-5245 72 10 distributions distribution NOUN ital-5245 72 11 will will AUX ital-5245 72 12 give give VERB ital-5245 72 13 the the DET ital-5245 72 14 percentage percentage NOUN ital-5245 72 15 of of ADP ital-5245 72 16 names name NOUN ital-5245 72 17 of of ADP ital-5245 72 18 a a DET ital-5245 72 19 given give VERB ital-5245 72 20 length length NOUN ital-5245 72 21 having have VERB ital-5245 72 22 spelling spelling NOUN ital-5245 72 23 mistakes mistake NOUN ital-5245 72 24 ( ( PUNCT ital-5245 72 25 table table NOUN ital-5245 72 26 4 4 NUM ital-5245 72 27 ) ) PUNCT ital-5245 72 28 . . PUNCT ital-5245 73 1 table table NOUN ital-5245 73 2 4 4 NUM ital-5245 73 3 . . PUNCT ital-5245 74 1 probability probability NOUN ital-5245 74 2 of of ADP ital-5245 74 3 errors error NOUN ital-5245 74 4 in in ADP ital-5245 74 5 recall recall NOUN ital-5245 74 6 of of ADP ital-5245 74 7 author author NOUN ital-5245 74 8 names name NOUN ital-5245 74 9 of of ADP ital-5245 74 10 a a DET ital-5245 74 11 given give VERB ital-5245 74 12 length length NOUN ital-5245 74 13 length length NOUN ital-5245 74 14 frequency frequency NOUN ital-5245 74 15 of of ADP ital-5245 74 16 frequency frequency NOUN ital-5245 74 17 of of ADP ital-5245 74 18 percentage percentage NOUN ital-5245 74 19 of of ADP ital-5245 74 20 of of ADP ital-5245 74 21 name name NOUN ital-5245 74 22 incorrect incorrect ADJ ital-5245 74 23 names name NOUN ital-5245 74 24 all all DET ital-5245 74 25 names name NOUN ital-5245 74 26 incorrect incorrect ADJ ital-5245 74 27 names name NOUN ital-5245 74 28 2 2 NUM ital-5245 74 29 1 1 NUM ital-5245 74 30 3 3 NUM ital-5245 74 31 1 1 NUM ital-5245 74 32 9 9 NUM ital-5245 74 33 11.1 11.1 NUM ital-5245 74 34 % % NOUN ital-5245 74 35 } } PUNCT ital-5245 74 36 4 4 NUM ital-5245 74 37 5 5 NUM ital-5245 74 38 87 87 NUM ital-5245 74 39 5.7 5.7 NUM ital-5245 74 40 % % NOUN ital-5245 74 41 4.9 4.9 NUM ital-5245 74 42 % % NOUN ital-5245 74 43 ( ( PUNCT ital-5245 74 44 short short ADJ ital-5245 74 45 5 5 NUM ital-5245 74 46 7 7 NUM ital-5245 74 47 169 169 NUM ital-5245 74 48 4 4 NUM ital-5245 74 49 . . NOUN ital-5245 74 50 1 1 NUM ital-5245 74 51 % % NOUN ital-5245 74 52 names name NOUN ital-5245 74 53 ) ) PUNCT ital-5245 74 54 6 6 NUM ital-5245 74 55 21 21 NUM ital-5245 74 56 215 215 NUM ital-5245 74 57 9.8%"\ 9.8%"\ NUM ital-5245 74 58 7 7 NUM ital-5245 74 59 19 19 NUM ital-5245 74 60 191 191 NUM ital-5245 74 61 9.9 9.9 NUM ital-5245 74 62 % % NOUN ital-5245 74 63 j j PROPN ital-5245 74 64 10.5 10.5 NUM ital-5245 74 65 % % NOUN ital-5245 74 66 ( ( PUNCT ital-5245 74 67 medium medium NOUN ital-5245 74 68 8 8 NUM ital-5245 74 69 16 16 NUM ital-5245 74 70 127 127 NUM ital-5245 74 71 12.6 12.6 NUM ital-5245 74 72 % % NOUN ital-5245 74 73 names name NOUN ital-5245 74 74 ) ) PUNCT ital-5245 74 75 9 9 NUM ital-5245 74 76 8 8 NUM ital-5245 74 77 59 59 NUM ital-5245 74 78 13.6 13.6 NUM ital-5245 74 79 % % NOUN ital-5245 74 80 } } PUNCT ital-5245 74 81 10 10 NUM ital-5245 74 82 7 7 NUM ital-5245 74 83 36 36 NUM ital-5245 74 84 19.4 19.4 NUM ital-5245 74 85 % % NOUN ital-5245 74 86 14.3 14.3 NUM ital-5245 74 87 % % NOUN ital-5245 74 88 ( ( PUNCT ital-5245 74 89 long long ADV ital-5245 74 90 11 11 NUM ital-5245 74 91 2 2 NUM ital-5245 74 92 26 26 NUM ital-5245 74 93 7.7 7.7 NUM ital-5245 74 94 % % NOUN ital-5245 74 95 names name NOUN ital-5245 74 96 ) ) PUNCT ital-5245 74 97 12 12 NUM ital-5245 74 98 1 1 NUM ital-5245 74 99 5 5 NUM ital-5245 74 100 20.0 20.0 NUM ital-5245 74 101 % % NOUN ital-5245 74 102 87 87 NUM ital-5245 74 103 925 925 NUM ital-5245 74 104 there there PRON ital-5245 74 105 is be VERB ital-5245 74 106 an an DET ital-5245 74 107 observable observable ADJ ital-5245 74 108 trend trend NOUN ital-5245 74 109 toward toward ADP ital-5245 74 110 an an DET ital-5245 74 111 increase increase NOUN ital-5245 74 112 of of ADP ital-5245 74 113 mistakes mistake NOUN ital-5245 74 114 with with ADP ital-5245 74 115 length length NOUN ital-5245 74 116 of of ADP ital-5245 74 117 name name NOUN ital-5245 74 118 . . PUNCT ital-5245 75 1 of of ADV ital-5245 75 2 course course NOUN ital-5245 75 3 , , PUNCT ital-5245 75 4 the the DET ital-5245 75 5 two two NUM ital-5245 75 6 extremes extreme NOUN ital-5245 75 7 of of ADP ital-5245 75 8 length length ADJ ital-5245 75 9 distribution distribution NOUN ital-5245 75 10 are be AUX ital-5245 75 11 scarcely scarcely ADV ital-5245 75 12 98 98 NUM ital-5245 75 13 journal journal NOUN ital-5245 75 14 of of ADP ital-5245 75 15 library library PROPN ital-5245 75 16 automation automation NOUN ital-5245 75 17 vol vol NOUN ital-5245 75 18 . . PUNCT ital-5245 76 1 3/2 3/2 NUM ital-5245 76 2 june june PROPN ital-5245 76 3 , , PUNCT ital-5245 76 4 1970 1970 NUM ital-5245 76 5 represented represent VERB ital-5245 76 6 , , PUNCT ital-5245 76 7 and and CCONJ ital-5245 76 8 this this PRON ital-5245 76 9 is be AUX ital-5245 76 10 probably probably ADV ital-5245 76 11 responsible responsible ADJ ital-5245 76 12 for for ADP ital-5245 76 13 inconsistencies inconsistency NOUN ital-5245 76 14 in in ADP ital-5245 76 15 the the DET ital-5245 76 16 percentage percentage NOUN ital-5245 76 17 disb·ibution disb·ibution NOUN ital-5245 76 18 . . PUNCT ital-5245 77 1 grouping group VERB ital-5245 77 2 names name NOUN ital-5245 77 3 into into ADP ital-5245 77 4 three three NUM ital-5245 77 5 length length NOUN ital-5245 77 6 categories category NOUN ital-5245 77 7 ( ( PUNCT ital-5245 77 8 i.e. i.e. X ital-5245 77 9 , , PUNCT ital-5245 77 10 short short ADJ ital-5245 77 11 names name NOUN ital-5245 77 12 , , PUNCT ital-5245 77 13 middle middle ADJ ital-5245 77 14 - - PUNCT ital-5245 77 15 length length NOUN ital-5245 77 16 names name NOUN ital-5245 77 17 , , PUNCT ital-5245 77 18 and and CCONJ ital-5245 77 19 long long ADJ ital-5245 77 20 names name NOUN ital-5245 77 21 ) ) PUNCT ital-5245 77 22 makes make VERB ital-5245 77 23 more more ADV ital-5245 77 24 apparent apparent ADJ ital-5245 77 25 differences difference NOUN ital-5245 77 26 in in ADP ital-5245 77 27 percentages percentage NOUN ital-5245 77 28 of of ADP ital-5245 77 29 incorrect incorrect ADJ ital-5245 77 30 names name NOUN ital-5245 77 31 . . PUNCT ital-5245 78 1 the the DET ital-5245 78 2 differences difference NOUN ital-5245 78 3 are be AUX ital-5245 78 4 significant significant ADJ ital-5245 78 5 at at ADP ital-5245 78 6 the the DET ital-5245 78 7 .01 .01 NUM ital-5245 78 8 level level NOUN ital-5245 78 9 of of ADP ital-5245 78 10 confidence confidence NOUN ital-5245 78 11 . . PUNCT ital-5245 79 1 type type NOUN ital-5245 79 2 of of ADP ital-5245 79 3 error error NOUN ital-5245 79 4 in in ADP ital-5245 79 5 author author NOUN ital-5245 79 6 names name NOUN ital-5245 79 7 errors error NOUN ital-5245 79 8 which which PRON ital-5245 79 9 occurred occur VERB ital-5245 79 10 in in ADP ital-5245 79 11 the the DET ital-5245 79 12 spelling spelling NOUN ital-5245 79 13 of of ADP ital-5245 79 14 the the DET ital-5245 79 15 last last ADJ ital-5245 79 16 names name NOUN ital-5245 79 17 of of ADP ital-5245 79 18 authors author NOUN ital-5245 79 19 were be AUX ital-5245 79 20 grouped group VERB ital-5245 79 21 into into ADP ital-5245 79 22 four four NUM ital-5245 79 23 broad broad ADJ ital-5245 79 24 categories category NOUN ital-5245 79 25 : : PUNCT ital-5245 79 26 replacement replacement NOUN ital-5245 79 27 errors error NOUN ital-5245 79 28 , , PUNCT ital-5245 79 29 omission omission NOUN ital-5245 79 30 errors error NOUN ital-5245 79 31 , , PUNCT ital-5245 79 32 addition addition NOUN ital-5245 79 33 errors error NOUN ital-5245 79 34 , , PUNCT ital-5245 79 35 and and CCONJ ital-5245 79 36 transposition transposition NOUN ital-5245 79 37 errors error NOUN ital-5245 79 38 . . PUNCT ital-5245 80 1 while while SCONJ ital-5245 80 2 it it PRON ital-5245 80 3 is be AUX ital-5245 80 4 true true ADJ ital-5245 80 5 , , PUNCT ital-5245 80 6 especially especially ADV ital-5245 80 7 in in ADP ital-5245 80 8 badly badly ADV ital-5245 80 9 mangled mangled ADJ ital-5245 80 10 words word NOUN ital-5245 80 11 , , PUNCT ital-5245 80 12 that that SCONJ ital-5245 80 13 an an DET ital-5245 80 14 error error NOUN ital-5245 80 15 can can AUX ital-5245 80 16 often often ADV ital-5245 80 17 be be AUX ital-5245 80 18 said say VERB ital-5245 80 19 to to PART ital-5245 80 20 be be AUX ital-5245 80 21 of of ADP ital-5245 80 22 any any PRON ital-5245 80 23 of of ADP ital-5245 80 24 several several ADJ ital-5245 80 25 types type NOUN ital-5245 80 26 , , PUNCT ital-5245 80 27 it it PRON ital-5245 80 28 was be AUX ital-5245 80 29 generally generally ADV ital-5245 80 30 easy easy ADJ ital-5245 80 31 to to PART ital-5245 80 32 identify identify VERB ital-5245 80 33 the the DET ital-5245 80 34 simplest simple ADJ ital-5245 80 35 necessary necessary ADJ ital-5245 80 36 transformation transformation NOUN ital-5245 80 37 of of ADP ital-5245 80 38 the the DET ital-5245 80 39 letters letter NOUN ital-5245 80 40 , , PUNCT ital-5245 80 41 and and CCONJ ital-5245 80 42 to to PART ital-5245 80 43 assign assign VERB ital-5245 80 44 the the DET ital-5245 80 45 incorrect incorrect ADJ ital-5245 80 46 name name NOUN ital-5245 80 47 to to ADP ital-5245 80 48 the the DET ital-5245 80 49 type type NOUN ital-5245 80 50 of of ADP ital-5245 80 51 error error NOUN ital-5245 80 52 corresponding correspond VERB ital-5245 80 53 to to ADP ital-5245 80 54 that that DET ital-5245 80 55 kind kind NOUN ital-5245 80 56 of of ADP ital-5245 80 57 transformation transformation NOUN ital-5245 80 58 . . PUNCT ital-5245 81 1 in in ADP ital-5245 81 2 some some DET ital-5245 81 3 cases case NOUN ital-5245 81 4 this this PRON ital-5245 81 5 meant mean VERB ital-5245 81 6 adding add VERB ital-5245 81 7 a a DET ital-5245 81 8 string string NOUN ital-5245 81 9 of of ADP ital-5245 81 10 letters letter NOUN ital-5245 81 11 or or CCONJ ital-5245 81 12 replacing replace VERB ital-5245 81 13 one one NUM ital-5245 81 14 string string NOUN ital-5245 81 15 by by ADP ital-5245 81 16 another another PRON ital-5245 81 17 . . PUNCT ital-5245 82 1 altogether altogether ADV ital-5245 82 2 the the DET ital-5245 82 3 sample sample NOUN ital-5245 82 4 of of ADP ital-5245 82 5 87 87 NUM ital-5245 82 6 incorrect incorrect ADJ ital-5245 82 7 authors author NOUN ital-5245 82 8 contained contain VERB ital-5245 82 9 104 104 NUM ital-5245 82 10 errors error NOUN ital-5245 82 11 . . PUNCT ital-5245 83 1 eleven eleven NUM ital-5245 83 2 names name NOUN ital-5245 83 3 exhibited exhibit VERB ital-5245 83 4 two two NUM ital-5245 83 5 errors error NOUN ital-5245 83 6 each each PRON ital-5245 83 7 , , PUNCT ital-5245 83 8 three three NUM ital-5245 83 9 had have VERB ital-5245 83 10 three three NUM ital-5245 83 11 errors error NOUN ital-5245 83 12 , , PUNCT ital-5245 83 13 and and CCONJ ital-5245 83 14 the the DET ital-5245 83 15 remaining remain VERB ital-5245 83 16 just just ADV ital-5245 83 17 one one NUM ital-5245 83 18 error error NOUN ital-5245 83 19 . . PUNCT ital-5245 83 20 of of ADP ital-5245 83 21 the the DET ital-5245 83 22 104 104 NUM ital-5245 83 23 errors error NOUN ital-5245 83 24 , , PUNCT ital-5245 83 25 50 50 NUM ital-5245 83 26 were be AUX ital-5245 83 27 replacement replacement NOUN ital-5245 83 28 errors error NOUN ital-5245 83 29 ; ; PUNCT ital-5245 83 30 these these PRON ital-5245 83 31 are be AUX ital-5245 83 32 cases case NOUN ital-5245 83 33 in in ADP ital-5245 83 34 which which PRON ital-5245 83 35 one one NUM ital-5245 83 36 letter letter NOUN ital-5245 83 37 or or CCONJ ital-5245 83 38 string string NOUN ital-5245 83 39 of of ADP ital-5245 83 40 letters letter NOUN ital-5245 83 41 of of ADP ital-5245 83 42 the the DET ital-5245 83 43 correct correct ADJ ital-5245 83 44 name name NOUN ital-5245 83 45 has have AUX ital-5245 83 46 been be AUX ital-5245 83 47 replaced replace VERB ital-5245 83 48 by by ADP ital-5245 83 49 a a DET ital-5245 83 50 different different ADJ ital-5245 83 51 letter letter NOUN ital-5245 83 52 or or CCONJ ital-5245 83 53 string string NOUN ital-5245 83 54 of of ADP ital-5245 83 55 letters letter NOUN ital-5245 83 56 ( ( PUNCT ital-5245 83 57 e.g. e.g. X ital-5245 83 58 hoiser hois ADJ ital-5245 83 59 for for ADP ital-5245 83 60 hoijer hoijer PROPN ital-5245 83 61 , , PUNCT ital-5245 83 62 friedman friedman PROPN ital-5245 83 63 for for ADP ital-5245 83 64 friedberg friedberg PROPN ital-5245 83 65 ) ) PUNCT ital-5245 83 66 . . PUNCT ital-5245 84 1 the the DET ital-5245 84 2 most most ADV ital-5245 84 3 common common ADJ ital-5245 84 4 replacement replacement NOUN ital-5245 84 5 errors error NOUN ital-5245 84 6 appear appear VERB ital-5245 84 7 in in ADP ital-5245 84 8 table table NOUN ital-5245 84 9 5 5 NUM ital-5245 84 10 , , PUNCT ital-5245 84 11 in in ADP ital-5245 84 12 order order NOUN ital-5245 84 13 of of ADP ital-5245 84 14 decreasing decrease VERB ital-5245 84 15 frequency frequency NOUN ital-5245 84 16 . . PUNCT ital-5245 85 1 table table NOUN ital-5245 85 2 5 5 NUM ital-5245 85 3 . . PUNCT ital-5245 86 1 single single ADJ ital-5245 86 2 - - PUNCT ital-5245 86 3 letter letter NOUN ital-5245 86 4 replacement replacement NOUN ital-5245 86 5 errors error NOUN ital-5245 86 6 no no INTJ ital-5245 86 7 . . NOUN ital-5245 86 8 of of ADP ital-5245 86 9 errors error NOUN ital-5245 86 10 correct correct PROPN ital-5245 86 11 lettet lettet PROPN ital-5245 86 12 ' ' PART ital-5245 86 13 incorrect incorrect ADJ ital-5245 86 14 letter letter NOUN ital-5245 86 15 6 6 NUM ital-5245 86 16 0 0 NUM ital-5245 86 17 a a PRON ital-5245 86 18 , , PUNCT ital-5245 86 19 a a DET ital-5245 86 20 , , PUNCT ital-5245 86 21 a a DET ital-5245 86 22 , , PUNCT ital-5245 86 23 a a DET ital-5245 86 24 , , PUNCT ital-5245 86 25 p p NOUN ital-5245 86 26 , , PUNCT ital-5245 86 27 r r NOUN ital-5245 86 28 5 5 NUM ital-5245 86 29 a a PRON ital-5245 86 30 , , PUNCT ital-5245 86 31 e e NOUN ital-5245 86 32 , , PUNCT ital-5245 86 33 y y PROPN ital-5245 86 34 , , PUNCT ital-5245 86 35 y y PROPN ital-5245 86 36 , , PUNCT ital-5245 86 37 y y PROPN ital-5245 87 1 4 4 PROPN ital-5245 87 2 y y PROPN ital-5245 87 3 a a PRON ital-5245 87 4 , , PUNCT ital-5245 87 5 i i PRON ital-5245 87 6 , , PUNCT ital-5245 87 7 u u PROPN ital-5245 87 8 , , PUNCT ital-5245 87 9 z z PROPN ital-5245 87 10 3 3 NUM ital-5245 87 11 a a DET ital-5245 87 12 i i PROPN ital-5245 87 13 , , PUNCT ital-5245 87 14 o o PROPN ital-5245 87 15 , , PUNCT ital-5245 87 16 0 0 NUM ital-5245 87 17 3 3 NUM ital-5245 87 18 s s VERB ital-5245 87 19 c c PROPN ital-5245 87 20 , , PUNCT ital-5245 87 21 r r NOUN ital-5245 87 22 , , PUNCT ital-5245 87 23 z z PROPN ital-5245 87 24 3 3 NUM ital-5245 87 25 v v NOUN ital-5245 87 26 b b PROPN ital-5245 87 27 , , PUNCT ital-5245 87 28 f f PROPN ital-5245 87 29 , , PUNCT ital-5245 87 30 w w PROPN ital-5245 87 31 2 2 NUM ital-5245 87 32 e e X ital-5245 87 33 i i NOUN ital-5245 87 34 , , PUNCT ital-5245 87 35 0 0 NUM ital-5245 87 36 2 2 NUM ital-5245 87 37 g g NOUN ital-5245 87 38 c c PROPN ital-5245 87 39 , , PUNCT ital-5245 87 40 r r NOUN ital-5245 87 41 28 28 NUM ital-5245 87 42 not not PART ital-5245 87 43 included include VERB ital-5245 87 44 in in ADP ital-5245 87 45 the the DET ital-5245 87 46 table table NOUN ital-5245 87 47 are be AUX ital-5245 87 48 the the DET ital-5245 87 49 10 10 NUM ital-5245 87 50 letters letter NOUN ital-5245 87 51 which which PRON ital-5245 87 52 were be AUX ital-5245 87 53 each each PRON ital-5245 87 54 replaced replace VERB ital-5245 87 55 just just ADV ital-5245 87 56 once once ADV ital-5245 87 57 and and CCONJ ital-5245 87 58 the the DET ital-5245 87 59 12 12 NUM ital-5245 87 60 strings string NOUN ital-5245 87 61 of of ADP ital-5245 87 62 letters letter NOUN ital-5245 87 63 . . PUNCT ital-5245 88 1 in in ADP ital-5245 88 2 four four NUM ital-5245 88 3 cases case NOUN ital-5245 88 4 , , PUNCT ital-5245 88 5 the the DET ital-5245 88 6 replaced replace VERB ital-5245 88 7 letter letter NOUN ital-5245 88 8 was be AUX ital-5245 88 9 the the DET ital-5245 88 10 second second ADJ ital-5245 88 11 of of ADP ital-5245 88 12 a a DET ital-5245 88 13 double double ADJ ital-5245 88 14 letter letter NOUN ital-5245 88 15 . . PUNCT ital-5245 89 1 there there PRON ital-5245 89 2 were be VERB ital-5245 89 3 34 34 NUM ital-5245 89 4 omission omission NOUN ital-5245 89 5 errors error NOUN ital-5245 89 6 in in ADP ital-5245 89 7 all all PRON ital-5245 89 8 . . PUNCT ital-5245 90 1 four four NUM ital-5245 90 2 of of ADP ital-5245 90 3 these these PRON ital-5245 90 4 involved involve VERB ital-5245 90 5 a a DET ital-5245 90 6 string string NOUN ital-5245 90 7 of of ADP ital-5245 90 8 letters letter NOUN ital-5245 90 9 ; ; PUNCT ital-5245 90 10 all all DET ital-5245 90 11 the the DET ital-5245 90 12 rest rest NOUN ital-5245 90 13 were be AUX ital-5245 90 14 single single ADJ ital-5245 90 15 - - PUNCT ital-5245 90 16 letter letter NOUN ital-5245 90 17 omissions omission NOUN ital-5245 90 18 . . PUNCT ital-5245 91 1 eleven eleven NUM ital-5245 91 2 single single ADJ ital-5245 91 3 - - PUNCT ital-5245 91 4 letter letter NOUN ital-5245 91 5 omissions omission NOUN ital-5245 91 6 occurred occur VERB ital-5245 91 7 in in ADP ital-5245 91 8 the the DET ital-5245 91 9 last last ADJ ital-5245 91 10 letter letter NOUN ital-5245 91 11 of of ADP ital-5245 91 12 the the DET ital-5245 91 13 name name NOUN ital-5245 91 14 ( ( PUNCT ital-5245 91 15 e.g. e.g. X ital-5245 91 16 abbot abbot NOUN ital-5245 91 17 instead instead ADV ital-5245 91 18 of of ADP ital-5245 91 19 abbott abbott PROPN ital-5245 91 20 ) ) PUNCT ital-5245 91 21 , , PUNCT ital-5245 91 22 and and CCONJ ital-5245 91 23 19 19 NUM ital-5245 91 24 in in ADP ital-5245 91 25 the the DET ital-5245 91 26 middle middle NOUN ital-5245 91 27 of of ADP ital-5245 91 28 the the DET ital-5245 91 29 name name NOUN ital-5245 91 30 ( ( PUNCT ital-5245 91 31 e. e. PROPN ital-5245 91 32 g. g. PROPN ital-5245 91 33 brent brent PROPN ital-5245 91 34 instead instead ADV ital-5245 91 35 of of ADP ital-5245 91 36 orthographic orthographic ADJ ital-5245 91 37 error error NOUN ital-5245 91 38 patternsjtagliacozzo patternsjtagliacozzo PROPN ital-5245 91 39 99 99 NUM ital-5245 91 40 brendt brendt NOUN ital-5245 91 41 ) ) PUNCT ital-5245 91 42 . . PUNCT ital-5245 92 1 table table NOUN ital-5245 92 2 6 6 NUM ital-5245 92 3 gives give VERB ital-5245 92 4 the the DET ital-5245 92 5 frequency frequency NOUN ital-5245 92 6 distribution distribution NOUN ital-5245 92 7 of of ADP ital-5245 92 8 the the DET ital-5245 92 9 omitted omit VERB ital-5245 92 10 letters letter NOUN ital-5245 92 11 . . PUNCT ital-5245 93 1 the the DET ital-5245 93 2 asterisk asterisk NOUN ital-5245 93 3 indicates indicate VERB ital-5245 93 4 that that SCONJ ital-5245 93 5 the the DET ital-5245 93 6 omitted omit VERB ital-5245 93 7 letter letter NOUN ital-5245 93 8 was be AUX ital-5245 93 9 the the DET ital-5245 93 10 second second ADJ ital-5245 93 11 of of ADP ital-5245 93 12 a a DET ital-5245 93 13 double double ADJ ital-5245 93 14 letter letter NOUN ital-5245 93 15 . . PUNCT ital-5245 94 1 table table NOUN ital-5245 94 2 6 6 NUM ital-5245 94 3 . . PUNCT ital-5245 95 1 single single ADJ ital-5245 95 2 - - PUNCT ital-5245 95 3 letter letter NOUN ital-5245 95 4 omission omission NOUN ital-5245 95 5 errors error NOUN ital-5245 95 6 no no INTJ ital-5245 95 7 . . NOUN ital-5245 95 8 of of ADP ital-5245 95 9 error error NOUN ital-5245 95 10 in in ADP ital-5245 95 11 middle middle ADJ ital-5245 95 12 error error NOUN ital-5245 95 13 in in ADP ital-5245 95 14 final final ADJ ital-5245 95 15 letter letter NOUN ital-5245 95 16 errors error NOUN ital-5245 95 17 position position NOUN ital-5245 95 18 position position NOUN ital-5245 95 19 omitted omit VERB ital-5245 95 20 8 8 NUM ital-5245 95 21 5 5 NUM ital-5245 95 22 3 3 NUM ital-5245 95 23 e e SYM ital-5245 95 24 4 4 NUM ital-5245 95 25 4 4 NUM ital-5245 95 26 a a DET ital-5245 95 27 4 4 NUM ital-5245 95 28 40 40 NUM ital-5245 95 29 t t NOUN ital-5245 95 30 3 3 NUM ital-5245 95 31 1 1 NUM ital-5245 95 32 20 20 NUM ital-5245 95 33 n n CCONJ ital-5245 95 34 2 2 NUM ital-5245 95 35 2 2 NUM ital-5245 95 36 h h NOUN ital-5245 95 37 2 2 NUM ital-5245 95 38 2 2 NUM ital-5245 95 39 i i PRON ital-5245 95 40 2 2 NUM ital-5245 95 41 20 20 NUM ital-5245 95 42 1 1 NUM ital-5245 95 43 2 2 NUM ital-5245 95 44 1 1 NUM ital-5245 95 45 1 1 NUM ital-5245 95 46 s s VERB ital-5245 95 47 1 1 NUM ital-5245 95 48 1 1 NUM ital-5245 95 49 c c NOUN ital-5245 95 50 1 1 NUM ital-5245 95 51 1 1 NUM ital-5245 95 52 d d NOUN ital-5245 95 53 1 1 NUM ital-5245 95 54 1 1 NUM ital-5245 95 55 r r NOUN ital-5245 95 56 30 30 NUM ital-5245 95 57 addition addition NOUN ital-5245 95 58 errors error NOUN ital-5245 95 59 totaled total VERB ital-5245 95 60 18 18 NUM ital-5245 95 61 . . PUNCT ital-5245 96 1 in in ADP ital-5245 96 2 one one NUM ital-5245 96 3 case case NOUN ital-5245 96 4 the the DET ital-5245 96 5 addition addition NOUN ital-5245 96 6 consisted consist VERB ital-5245 96 7 of of ADP ital-5245 96 8 a a DET ital-5245 96 9 string string NOUN ital-5245 96 10 of of ADP ital-5245 96 11 letters letter NOUN ital-5245 96 12 , , PUNCT ital-5245 96 13 while while SCONJ ital-5245 96 14 in in ADP ital-5245 96 15 the the DET ital-5245 96 16 others other NOUN ital-5245 96 17 only only ADV ital-5245 96 18 one one NUM ital-5245 96 19 letter letter NOUN ital-5245 96 20 was be AUX ital-5245 96 21 added add VERB ital-5245 96 22 . . PUNCT ital-5245 97 1 addition addition NOUN ital-5245 97 2 errors error NOUN ital-5245 97 3 can can AUX ital-5245 97 4 occur occur VERB ital-5245 97 5 in in ADP ital-5245 97 6 the the DET ital-5245 97 7 middle middle NOUN ital-5245 97 8 of of ADP ital-5245 97 9 a a DET ital-5245 97 10 name name NOUN ital-5245 97 11 ( ( PUNCT ital-5245 97 12 e.g. e.g. ADV ital-5245 97 13 berelison berelison ADJ ital-5245 97 14 for for ADP ital-5245 97 15 berelson berelson PROPN ital-5245 97 16 ) ) PUNCT ital-5245 97 17 or or CCONJ ital-5245 97 18 at at ADP ital-5245 97 19 the the DET ital-5245 97 20 end end NOUN ital-5245 97 21 of of ADP ital-5245 97 22 it it PRON ital-5245 97 23 ( ( PUNCT ital-5245 97 24 e.g. e.g. X ital-5245 97 25 haller haller PROPN ital-5245 97 26 for for ADP ital-5245 97 27 halle halle NOUN ital-5245 97 28 ) ) PUNCT ital-5245 97 29 . . PUNCT ital-5245 98 1 in in ADP ital-5245 98 2 the the DET ital-5245 98 3 latter latter ADJ ital-5245 98 4 case case NOUN ital-5245 98 5 , , PUNCT ital-5245 98 6 the the DET ital-5245 98 7 added add VERB ital-5245 98 8 letter letter NOUN ital-5245 98 9 is be AUX ital-5245 98 10 found find VERB ital-5245 98 11 beyond beyond ADP ital-5245 98 12 the the DET ital-5245 98 13 last last ADJ ital-5245 98 14 letter letter NOUN ital-5245 98 15 of of ADP ital-5245 98 16 the the DET ital-5245 98 17 correct correct ADJ ital-5245 98 18 name name NOUN ital-5245 98 19 ( ( PUNCT ital-5245 98 20 these these PRON ital-5245 98 21 were be AUX ital-5245 98 22 the the DET ital-5245 98 23 errors error NOUN ital-5245 98 24 on on ADP ital-5245 98 25 the the DET ital-5245 98 26 right right NOUN ital-5245 98 27 of of ADP ital-5245 98 28 the the DET ital-5245 98 29 diagonal diagonal ADJ ital-5245 98 30 in in ADP ital-5245 98 31 table table NOUN ital-5245 98 32 3 3 NUM ital-5245 98 33 ) ) PUNCT ital-5245 98 34 . . PUNCT ital-5245 99 1 the the DET ital-5245 99 2 distribution distribution NOUN ital-5245 99 3 of of ADP ital-5245 99 4 addition addition NOUN ital-5245 99 5 errors error NOUN ital-5245 99 6 is be AUX ital-5245 99 7 shown show VERB ital-5245 99 8 in in ADP ital-5245 99 9 table table NOUN ital-5245 99 10 7 7 NUM ital-5245 99 11 . . PUNCT ital-5245 100 1 the the DET ital-5245 100 2 asterisk asterisk NOUN ital-5245 100 3 indicates indicate VERB ital-5245 100 4 that that SCONJ ital-5245 100 5 the the DET ital-5245 100 6 added add VERB ital-5245 100 7 letter letter NOUN ital-5245 100 8 duplicated duplicate VERB ital-5245 100 9 the the DET ital-5245 100 10 previous previous ADJ ital-5245 100 11 letter letter NOUN ital-5245 100 12 . . PUNCT ital-5245 101 1 table table NOUN ital-5245 101 2 7 7 NUM ital-5245 101 3 . . PUNCT ital-5245 102 1 single single ADJ ital-5245 102 2 - - PUNCT ital-5245 102 3 letter letter NOUN ital-5245 102 4 addition addition NOUN ital-5245 102 5 errors error NOUN ital-5245 102 6 no no INTJ ital-5245 102 7 . . NOUN ital-5245 102 8 of of ADP ital-5245 102 9 error error NOUN ital-5245 102 10 in in ADP ital-5245 102 11 middle middle ADJ ital-5245 102 12 errors error NOUN ital-5245 102 13 position position NOUN ital-5245 102 14 5 5 NUM ital-5245 103 1 2 2 NUM ital-5245 103 2 2 2 NUM ital-5245 103 3 2 2 NUM ital-5245 103 4 1 1 NUM ital-5245 103 5 1 1 NUM ital-5245 103 6 1 1 NUM ital-5245 103 7 1 1 NUM ital-5245 103 8 l l NOUN ital-5245 103 9 1 1 NUM ital-5245 103 10 17 17 NUM ital-5245 103 11 error error NOUN ital-5245 103 12 in in ADP ital-5245 103 13 final final ADJ ital-5245 103 14 position position NOUN ital-5245 103 15 4 4 NUM ital-5245 103 16 1 1 NUM ital-5245 103 17 1 1 NUM ital-5245 103 18 1 1 NUM ital-5245 103 19 .l .l PROPN ital-5245 103 20 added add VERB ital-5245 103 21 letter letter PROPN ital-5245 103 22 s s PART ital-5245 103 23 c c NOUN ital-5245 103 24 e e X ital-5245 103 25 i i PRON ital-5245 103 26 a a DET ital-5245 103 27 f f PROPN ital-5245 103 28 1 1 NUM ital-5245 103 29 m m NOUN ital-5245 103 30 n n CCONJ ital-5245 103 31 z z PROPN ital-5245 103 32 100 100 NUM ital-5245 103 33 journal journal PROPN ital-5245 103 34 of of ADP ital-5245 103 35 library library PROPN ital-5245 103 36 automation automation NOUN ital-5245 103 37 vol vol NOUN ital-5245 103 38 . . PUNCT ital-5245 104 1 3/2 3/2 NUM ital-5245 104 2 june june PROPN ital-5245 104 3 , , PUNCT ital-5245 104 4 1970 1970 NUM ital-5245 104 5 there there PRON ital-5245 104 6 were be VERB ital-5245 104 7 two two NUM ital-5245 104 8 transposition transposition NOUN ital-5245 104 9 errors error NOUN ital-5245 104 10 : : PUNCT ital-5245 104 11 ie ie X ital-5245 104 12 for for ADP ital-5245 104 13 ei ei PROPN ital-5245 104 14 and and CCONJ ital-5245 104 15 ai ai VERB ital-5245 104 16 for for ADP ital-5245 104 17 ia ia PROPN ital-5245 104 18 . . PROPN ital-5245 105 1 in in ADP ital-5245 105 2 cases case NOUN ital-5245 105 3 of of ADP ital-5245 105 4 second second ADJ ital-5245 105 5 and and CCONJ ital-5245 105 6 third third ADJ ital-5245 105 7 errors error NOUN ital-5245 105 8 in in ADP ital-5245 105 9 the the DET ital-5245 105 10 name name NOUN ital-5245 105 11 , , PUNCT ital-5245 105 12 there there PRON ital-5245 105 13 were be VERB ital-5245 105 14 five five NUM ital-5245 105 15 replacement replacement NOUN ital-5245 105 16 errors error NOUN ital-5245 105 17 , , PUNCT ital-5245 105 18 seven seven NUM ital-5245 105 19 omission omission NOUN ital-5245 105 20 errors error NOUN ital-5245 105 21 , , PUNCT ital-5245 105 22 and and CCONJ ital-5245 105 23 five five NUM ital-5245 105 24 addition addition NOUN ital-5245 105 25 errors error NOUN ital-5245 105 26 . . PUNCT ital-5245 106 1 table table NOUN ital-5245 106 2 8 8 NUM ital-5245 106 3 summarizes summarize VERB ital-5245 106 4 the the DET ital-5245 106 5 type type NOUN ital-5245 106 6 of of ADP ital-5245 106 7 errors error NOUN ital-5245 106 8 encountered encounter VERB ital-5245 106 9 in in ADP ital-5245 106 10 the the DET ital-5245 106 11 sample sample NOUN ital-5245 106 12 of of ADP ital-5245 106 13 incorrect incorrect ADJ ital-5245 106 14 authors author NOUN ital-5245 106 15 . . PUNCT ital-5245 107 1 figures figure NOUN ital-5245 107 2 in in ADP ital-5245 107 3 this this DET ital-5245 107 4 table table NOUN ital-5245 107 5 include include VERB ital-5245 107 6 strings string NOUN ital-5245 107 7 as as ADV ital-5245 107 8 well well ADV ital-5245 107 9 as as ADP ital-5245 107 10 single single ADJ ital-5245 107 11 letters letter NOUN ital-5245 107 12 , , PUNCT ital-5245 107 13 and and CCONJ ital-5245 107 14 second second ADJ ital-5245 107 15 and and CCONJ ital-5245 107 16 third third ADJ ital-5245 107 17 errors error NOUN ital-5245 107 18 , , PUNCT ital-5245 107 19 as as ADV ital-5245 107 20 well well ADV ital-5245 107 21 as as ADP ital-5245 107 22 first first ADJ ital-5245 107 23 errors error NOUN ital-5245 107 24 . . PUNCT ital-5245 108 1 table table NOUN ital-5245 108 2 8 8 NUM ital-5245 108 3 . . PUNCT ital-5245 109 1 distribution distribution NOUN ital-5245 109 2 of of ADP ital-5245 109 3 types type NOUN ital-5245 109 4 of of ADP ital-5245 109 5 errors error NOUN ital-5245 109 6 middle middle ADJ ital-5245 109 7 position position NOUN ital-5245 109 8 replacement replacement NOUN ital-5245 109 9 errors error NOUN ital-5245 109 10 omission omission NOUN ital-5245 109 11 errors error NOUN ital-5245 109 12 addition addition NOUN ital-5245 109 13 errors error NOUN ital-5245 109 14 transposition transposition NOUN ital-5245 109 15 errors error NOUN ital-5245 109 16 conclusion conclusion NOUN ital-5245 109 17 four four NUM ital-5245 109 18 trends trend NOUN ital-5245 109 19 could could AUX ital-5245 109 20 be be AUX ital-5245 109 21 observed observe VERB ital-5245 109 22 : : PUNCT ital-5245 109 23 44 44 NUM ital-5245 109 24 21 21 NUM ital-5245 109 25 10 10 NUM ital-5245 109 26 2 2 NUM ital-5245 109 27 final final ADJ ital-5245 109 28 total total ADJ ital-5245 109 29 position position NOUN ital-5245 109 30 6 6 NUM ital-5245 109 31 50 50 NUM ital-5245 109 32 13 13 NUM ital-5245 109 33 34 34 NUM ital-5245 109 34 8 8 NUM ital-5245 109 35 18 18 NUM ital-5245 109 36 2 2 NUM ital-5245 109 37 104 104 NUM ital-5245 109 38 1 1 NUM ital-5245 109 39 ) ) PUNCT ital-5245 109 40 vowels vowel NOUN ital-5245 109 41 usually usually ADV ital-5245 109 42 replaced replace VERB ital-5245 109 43 vowels vowel NOUN ital-5245 109 44 , , PUNCT ital-5245 109 45 and and CCONJ ital-5245 109 46 consonants consonant NOUN ital-5245 109 47 usually usually ADV ital-5245 109 48 replaced replace VERB ital-5245 109 49 consonants consonant NOUN ital-5245 109 50 . . PUNCT ital-5245 110 1 apparently apparently ADV ital-5245 110 2 the the DET ital-5245 110 3 probability probability NOUN ital-5245 110 4 of of ADP ital-5245 110 5 misspelling misspell VERB ital-5245 110 6 a a DET ital-5245 110 7 single single ADJ ital-5245 110 8 letter letter NOUN ital-5245 110 9 was be AUX ital-5245 110 10 slightly slightly ADV ital-5245 110 11 higher high ADJ ital-5245 110 12 for for ADP ital-5245 110 13 vowels vowel NOUN ital-5245 110 14 than than ADP ital-5245 110 15 for for ADP ital-5245 110 16 consonants consonant NOUN ital-5245 110 17 . . PUNCT ital-5245 111 1 with with ADP ital-5245 111 2 the the DET ital-5245 111 3 latter latter NOUN ital-5245 111 4 , , PUNCT ital-5245 111 5 there there PRON ital-5245 111 6 is be VERB ital-5245 111 7 some some DET ital-5245 111 8 indication indication NOUN ital-5245 111 9 that that SCONJ ital-5245 111 10 the the DET ital-5245 111 11 substitution substitution NOUN ital-5245 111 12 was be AUX ital-5245 111 13 guided guide VERB ital-5245 111 14 by by ADP ital-5245 111 15 phonetic phonetic ADJ ital-5245 111 16 similarity similarity NOUN ital-5245 111 17 ( ( PUNCT ital-5245 111 18 " " PUNCT ital-5245 111 19 » » PUNCT ital-5245 111 20 • • SYM ital-5245 111 21 1 1 NUM ital-5245 111 22 d d X ital-5245 111 23 b b X ital-5245 111 24 " " PUNCT ital-5245 111 25 b b NOUN ital-5245 111 26 " " PUNCT ital-5245 111 27 " " PUNCT ital-5245 111 28 f f X ital-5245 111 29 " " PUNCT ital-5245 111 30 " " PUNCT ital-5245 111 31 " " PUNCT ital-5245 111 32 ) ) PUNCT ital-5245 111 33 e.g. e.g. X ital-5245 111 34 , , PUNCT ital-5245 111 35 v v NOUN ital-5245 111 36 is be AUX ital-5245 111 37 rep rep PROPN ital-5245 111 38 ace ace PROPN ital-5245 111 39 y y PROPN ital-5245 111 40 , , PUNCT ital-5245 111 41 or or CCONJ ital-5245 111 42 , , PUNCT ital-5245 111 43 or or CCONJ ital-5245 111 44 w w PROPN ital-5245 111 45 . . PROPN ital-5245 111 46 2 2 X ital-5245 111 47 ) ) PUNCT ital-5245 111 48 most most ADJ ital-5245 111 49 omissions omission NOUN ital-5245 111 50 in in ADP ital-5245 111 51 which which PRON ital-5245 111 52 the the DET ital-5245 111 53 correct correct ADJ ital-5245 111 54 name name NOUN ital-5245 111 55 had have VERB ital-5245 111 56 a a DET ital-5245 111 57 double double ADJ ital-5245 111 58 letter letter NOUN ital-5245 111 59 occurred occur VERB ital-5245 111 60 at at ADP ital-5245 111 61 the the DET ital-5245 111 62 end end NOUN ital-5245 111 63 of of ADP ital-5245 111 64 the the DET ital-5245 111 65 word word NOUN ital-5245 111 66 . . PUNCT ital-5245 112 1 3 3 X ital-5245 112 2 ) ) PUNCT ital-5245 112 3 replacement replacement NOUN ital-5245 112 4 errors error NOUN ital-5245 112 5 tended tend VERB ital-5245 112 6 to to PART ital-5245 112 7 come come VERB ital-5245 112 8 earlier early ADV ital-5245 112 9 in in ADP ital-5245 112 10 words word NOUN ital-5245 112 11 than than SCONJ ital-5245 112 12 did do VERB ital-5245 112 13 omissions omission NOUN ital-5245 112 14 and and CCONJ ital-5245 112 15 additions addition NOUN ital-5245 112 16 . . PUNCT ital-5245 113 1 ( ( PUNCT ital-5245 113 2 this this PRON ital-5245 113 3 is be AUX ital-5245 113 4 not not PART ital-5245 113 5 due due ADJ ital-5245 113 6 to to ADP ital-5245 113 7 the the DET ital-5245 113 8 fact fact NOUN ital-5245 113 9 that that SCONJ ital-5245 113 10 addition addition NOUN ital-5245 113 11 and and CCONJ ital-5245 113 12 omission omission NOUN ital-5245 113 13 errors error NOUN ital-5245 113 14 contained contain VERB ital-5245 113 15 a a DET ital-5245 113 16 disproportionately disproportionately ADV ital-5245 113 17 high high ADJ ital-5245 113 18 number number NOUN ital-5245 113 19 of of ADP ital-5245 113 20 final final ADJ ital-5245 113 21 errors error NOUN ital-5245 113 22 ; ; PUNCT ital-5245 113 23 even even ADV ital-5245 113 24 when when SCONJ ital-5245 113 25 these these DET ital-5245 113 26 final final ADJ ital-5245 113 27 errors error NOUN ital-5245 113 28 are be AUX ital-5245 113 29 excluded exclude VERB ital-5245 113 30 , , PUNCT ital-5245 113 31 replacement replacement NOUN ital-5245 113 32 errors error NOUN ital-5245 113 33 still still ADV ital-5245 113 34 come come VERB ital-5245 113 35 earlier early ADV ital-5245 113 36 than than ADP ital-5245 113 37 other other ADJ ital-5245 113 38 types type NOUN ital-5245 113 39 . . PUNCT ital-5245 113 40 ) ) PUNCT ital-5245 114 1 4 4 NUM ital-5245 114 2 ) ) PUNCT ital-5245 114 3 second second ADJ ital-5245 114 4 and and CCONJ ital-5245 114 5 third third ADJ ital-5245 114 6 errors error NOUN ital-5245 114 7 in in ADP ital-5245 114 8 a a DET ital-5245 114 9 name name NOUN ital-5245 114 10 have have VERB ital-5245 114 11 comparatively comparatively ADV ital-5245 114 12 few few ADJ ital-5245 114 13 replacement replacement NOUN ital-5245 114 14 errors error NOUN ital-5245 114 15 . . PUNCT ital-5245 115 1 acknowledgment acknowledgment VERB ital-5245 115 2 this this DET ital-5245 115 3 work work NOUN ital-5245 115 4 was be AUX ital-5245 115 5 supported support VERB ital-5245 115 6 in in ADP ital-5245 115 7 part part NOUN ital-5245 115 8 by by ADP ital-5245 115 9 the the DET ital-5245 115 10 national national PROPN ital-5245 115 11 science science PROPN ital-5245 115 12 foundation foundation PROPN ital-5245 115 13 , , PUNCT ital-5245 115 14 grant grant PROPN ital-5245 115 15 gn gn PROPN ital-5245 115 16 716 716 NUM ital-5245 115 17 . . PUNCT ital-5245 116 1 references reference NOUN ital-5245 116 2 1 1 NUM ital-5245 116 3 . . PUNCT ital-5245 117 1 kilgour kilgour INTJ ital-5245 117 2 , , PUNCT ital-5245 117 3 f. f. PROPN ital-5245 117 4 g. g. PROPN ital-5245 117 5 : : PUNCT ital-5245 117 6 " " PUNCT ital-5245 117 7 retrieval retrieval NOUN ital-5245 117 8 of of ADP ital-5245 117 9 single single ADJ ital-5245 117 10 entries entry NOUN ital-5245 117 11 from from ADP ital-5245 117 12 a a DET ital-5245 117 13 computerized computerized ADJ ital-5245 117 14 library library NOUN ital-5245 117 15 catalog catalog NOUN ital-5245 117 16 file file NOUN ital-5245 117 17 , , PUNCT ital-5245 117 18 " " PUNCT ital-5245 117 19 proceedings proceeding NOUN ital-5245 117 20 of of ADP ital-5245 117 21 the the DET ital-5245 117 22 american american ADJ ital-5245 117 23 society society NOUN ital-5245 117 24 for for ADP ital-5245 117 25 i i PRON ital-5245 117 26 nfo1'11ultion nfo1'11ultion NOUN ital-5245 117 27 science science NOUN ital-5245 117 28 , , PUNCT ital-5245 117 29 5 5 NUM ital-5245 117 30 ( ( PUNCT ital-5245 117 31 1968 1968 NUM ital-5245 117 32 ) ) PUNCT ital-5245 117 33 , , PUNCT ital-5245 117 34 133 133 NUM ital-5245 117 35 - - SYM ital-5245 117 36 136 136 NUM ital-5245 117 37 . . PUNCT ital-5245 118 1 2 2 NUM ital-5245 118 2 . . PROPN ital-5245 118 3 nugent nugent PROPN ital-5245 118 4 , , PUNCT ital-5245 118 5 william william PROPN ital-5245 118 6 r. r. PROPN ital-5245 118 7 : : PUNCT ital-5245 118 8 " " PUNCT ital-5245 118 9 compression compression VERB ital-5245 118 10 word word NOUN ital-5245 118 11 coding code VERB ital-5245 118 12 techniques technique NOUN ital-5245 118 13 for for ADP ital-5245 118 14 information information NOUN ital-5245 118 15 retrieval retrieval NOUN ital-5245 118 16 , , PUNCT ital-5245 118 17 " " PUNCT ital-5245 118 18 journal journal PROPN ital-5245 118 19 of of ADP ital-5245 118 20 library library NOUN ital-5245 118 21 automation automation NOUN ital-5245 118 22 , , PUNCT ital-5245 118 23 1 1 NUM ital-5245 118 24 ( ( PUNCT ital-5245 118 25 december december PROPN ital-5245 118 26 1968 1968 NUM ital-5245 118 27 ) ) PUNCT ital-5245 118 28 , , PUNCT ital-5245 118 29 250 250 NUM ital-5245 118 30 - - SYM ital-5245 118 31 260 260 NUM ital-5245 118 32 . . PUNCT ital-5245 119 1 orthographic orthographic ADJ ital-5245 119 2 error error NOUN ital-5245 119 3 patternsjtagliacozzo patternsjtagliacozzo PROPN ital-5245 119 4 101 101 NUM ital-5245 119 5 3 3 NUM ital-5245 119 6 . . PUNCT ital-5245 119 7 ruecking ruecking NOUN ital-5245 119 8 , , PUNCT ital-5245 119 9 frederick frederick PROPN ital-5245 119 10 h h PROPN ital-5245 119 11 . . PROPN ital-5245 119 12 , , PUNCT ital-5245 119 13 jr jr PROPN ital-5245 119 14 . . PUNCT ital-5245 119 15 : : PUNCT ital-5245 119 16 " " PUNCT ital-5245 119 17 bibliographic bibliographic NOUN ital-5245 119 18 retrieval retrieval PROPN ital-5245 119 19 from from ADP ital-5245 119 20 bibliographic bibliographic ADJ ital-5245 119 21 input input NOUN ital-5245 119 22 ; ; PUNCT ital-5245 119 23 the the DET ital-5245 119 24 hypothesis hypothesis NOUN ital-5245 119 25 and and CCONJ ital-5245 119 26 construction construction NOUN ital-5245 119 27 of of ADP ital-5245 119 28 a a DET ital-5245 119 29 test test NOUN ital-5245 119 30 , , PUNCT ital-5245 119 31 " " PUNCT ital-5245 119 32 journal journal PROPN ital-5245 119 33 of of ADP ital-5245 119 34 library library NOUN ital-5245 119 35 automation automation NOUN ital-5245 119 36 , , PUNCT ital-5245 119 37 1 1 NUM ital-5245 119 38 ( ( PUNCT ital-5245 119 39 december december PROPN ital-5245 119 40 1968 1968 NUM ital-5245 119 41 ) ) PUNCT ital-5245 119 42 , , PUNCT ital-5245 119 43 227 227 NUM ital-5245 119 44 - - SYM ital-5245 119 45 238 238 NUM ital-5245 119 46 . . PUNCT ital-5245 120 1 4 4 X ital-5245 120 2 . . X ital-5245 120 3 dolby dolby PROPN ital-5245 120 4 , , PUNCT ital-5245 120 5 james james PROPN ital-5245 120 6 l. l. PROPN ital-5245 120 7 : : PUNCT ital-5245 120 8 " " PUNCT ital-5245 120 9 an an DET ital-5245 120 10 algorithm algorithm NOUN ital-5245 120 11 for for ADP ital-5245 120 12 noisy noisy ADJ ital-5245 120 13 matches match NOUN ital-5245 120 14 in in ADP ital-5245 120 15 catalog catalog NOUN ital-5245 120 16 searching searching NOUN ital-5245 120 17 . . PUNCT ital-5245 120 18 " " PUNCT ital-5245 121 1 in in ADP ital-5245 121 2 : : PUNCT ital-5245 121 3 a a DET ital-5245 121 4 study study NOUN ital-5245 121 5 of of ADP ital-5245 121 6 the the DET ital-5245 121 7 organization organization NOUN ital-5245 121 8 and and CCONJ ital-5245 121 9 search search NOUN ital-5245 121 10 of of ADP ital-5245 121 11 bibliographic bibliographic ADJ ital-5245 121 12 holdings holding NOUN ital-5245 121 13 records record NOUN ital-5245 121 14 in in ADP ital-5245 121 15 on on ADP ital-5245 121 16 - - PUNCT ital-5245 121 17 line line NOUN ital-5245 121 18 computer computer NOUN ital-5245 121 19 systems system NOUN ital-5245 121 20 : : PUNCT ital-5245 121 21 phase phase PROPN ital-5245 121 22 i. i. PROPN ital-5245 121 23 ( ( PUNCT ital-5245 121 24 berkeley berkeley PROPN ital-5245 121 25 , , PUNCT ital-5245 121 26 cal cal PROPN ital-5245 121 27 . . PUNCT ital-5245 121 28 : : PUNCT ital-5245 122 1 institute institute PROPN ital-5245 122 2 of of ADP ital-5245 122 3 library library PROPN ital-5245 122 4 research research PROPN ital-5245 122 5 , , PUNCT ital-5245 122 6 university university PROPN ital-5245 122 7 of of ADP ital-5245 122 8 california california PROPN ital-5245 122 9 march march PROPN ital-5245 122 10 1969 1969 NUM ital-5245 122 11 ) ) PUNCT ital-5245 122 12 , , PUNCT ital-5245 122 13 119 119 NUM ital-5245 122 14 - - SYM ital-5245 122 15 136 136 NUM ital-5245 122 16 . . SYM ital-5245 122 17 5 5 NUM ital-5245 122 18 . . X ital-5245 123 1 peterson peterson PROPN ital-5245 123 2 , , PUNCT ital-5245 123 3 william william PROPN ital-5245 123 4 w. w. PROPN ital-5245 123 5 : : PUNCT ital-5245 123 6 error error NOUN ital-5245 123 7 correcting correcting NOUN ital-5245 123 8 codes code NOUN ital-5245 123 9 ( ( PUNCT ital-5245 123 10 new new PROPN ital-5245 123 11 york york PROPN ital-5245 123 12 : : PUNCT ital-5245 123 13 wiley wiley PROPN ital-5245 123 14 , , PUNCT ital-5245 123 15 1961 1961 NUM ital-5245 123 16 ) ) PUNCT ital-5245 123 17 . . PUNCT ital-5245 124 1 6 6 X ital-5245 124 2 . . X ital-5245 124 3 alberga alberga PROPN ital-5245 124 4 , , PUNCT ital-5245 124 5 cyril cyril PROPN ital-5245 124 6 n. n. PROPN ital-5245 124 7 : : PUNCT ital-5245 124 8 " " PUNCT ital-5245 124 9 string string NOUN ital-5245 124 10 similarity similarity NOUN ital-5245 124 11 and and CCONJ ital-5245 124 12 mispellings mispelling NOUN ital-5245 124 13 , , PUNCT ital-5245 124 14 " " PUNCT ital-5245 124 15 communications communication NOUN ital-5245 124 16 of of ADP ital-5245 124 17 the the DET ital-5245 124 18 acm acm NOUN ital-5245 124 19 , , PUNCT ital-5245 124 20 10 10 NUM ital-5245 124 21 ( ( PUNCT ital-5245 124 22 1967 1967 NUM ital-5245 124 23 ) ) PUNCT ital-5245 124 24 , , PUNCT ital-5245 124 25 302 302 NUM ital-5245 124 26 - - SYM ital-5245 124 27 313 313 NUM ital-5245 124 28 . . PUNCT ital-5245 124 29 7 7 NUM ital-5245 124 30 . . X ital-5245 124 31 galli galli PROPN ital-5245 124 32 , , PUNCT ital-5245 124 33 enrico enrico PROPN ital-5245 124 34 j. j. PROPN ital-5245 124 35 ; ; PUNCT ital-5245 124 36 yamada yamada PROPN ital-5245 124 37 , , PUNCT ital-5245 124 38 hisao hisao PROPN ital-5245 124 39 m. m. NOUN ital-5245 124 40 : : PUNCT ital-5245 124 41 " " PUNCT ital-5245 124 42 experimental experimental ADJ ital-5245 124 43 studies study NOUN ital-5245 124 44 in in ADP ital-5245 124 45 computer computer NOUN ital-5245 124 46 - - PUNCT ital-5245 124 47 assisted assist VERB ital-5245 124 48 correction correction NOUN ital-5245 124 49 of of ADP ital-5245 124 50 unorthographic unorthographic ADJ ital-5245 124 51 text text NOUN ital-5245 124 52 , , PUNCT ital-5245 124 53 " " PUNCT ital-5245 124 54 ieee ieee NOUN ital-5245 124 55 transactions transaction NOUN ital-5245 124 56 on on ADP ital-5245 124 57 engineering engineering NOUN ital-5245 124 58 writing writing NOUN ital-5245 124 59 and and CCONJ ital-5245 124 60 speech speech NOUN ital-5245 124 61 , , PUNCT ital-5245 124 62 ews-11 ews-11 PROPN ital-5245 124 63 ( ( PUNCT ital-5245 124 64 august august PROPN ital-5245 124 65 1968 1968 NUM ital-5245 124 66 ) ) PUNCT ital-5245 124 67 , , PUNCT ital-5245 124 68 75 75 NUM ital-5245 124 69 - - SYM ital-5245 124 70 84 84 NUM ital-5245 124 71 . . PUNCT ital-5245 125 1 8 8 NUM ital-5245 125 2 . . PUNCT ital-5245 125 3 tagliacozzo tagliacozzo PROPN ital-5245 125 4 , , PUNCT ital-5245 125 5 r. r. PROPN ital-5245 125 6 , , PUNCT ital-5245 125 7 et et PROPN ital-5245 125 8 al al PROPN ital-5245 125 9 . . PUNCT ital-5245 125 10 : : PUNCT ital-5245 125 11 " " PUNCT ital-5245 125 12 patterns pattern NOUN ital-5245 125 13 of of ADP ital-5245 125 14 searching search VERB ital-5245 125 15 in in ADP ital-5245 125 16 library library NOUN ital-5245 125 17 catalogs catalog NOUN ital-5245 125 18 . . PUNCT ital-5245 125 19 " " PUNCT ital-5245 126 1 in in ADP ital-5245 126 2 : : PUNCT ital-5245 126 3 integrative integrative ADJ ital-5245 126 4 mechanisms mechanism NOUN ital-5245 126 5 in in ADP ital-5245 126 6 literature literature NOUN ital-5245 126 7 growth growth NOUN ital-5245 126 8 . . PUNCT ital-5245 127 1 vol vol NOUN ital-5245 127 2 iv iv PROPN ital-5245 127 3 . . PUNCT ital-5245 128 1 ( ( PUNCT ital-5245 128 2 university university PROPN ital-5245 128 3 of of ADP ital-5245 128 4 michigan michigan PROPN ital-5245 128 5 , , PUNCT ital-5245 128 6 mental mental ADJ ital-5245 128 7 health health PROPN ital-5245 128 8 research research PROPN ital-5245 128 9 institute institute PROPN ital-5245 128 10 , , PUNCT ital-5245 128 11 january january PROPN ital-5245 128 12 1970 1970 NUM ital-5245 128 13 ) ) PUNCT ital-5245 128 14 . . PUNCT ital-5245 129 1 report report VERB ital-5245 129 2 to to ADP ital-5245 129 3 the the DET ital-5245 129 4 national national PROPN ital-5245 129 5 science science PROPN ital-5245 129 6 foundation foundation PROPN ital-5245 129 7 , , PUNCT ital-5245 129 8 gn gn PROPN ital-5245 129 9 716 716 NUM ital-5245 129 10 . . PROPN ital-5245 129 11 9 9 NUM ital-5245 129 12 . . PUNCT ital-5245 129 13 university university PROPN ital-5245 129 14 of of ADP ital-5245 129 15 chicago chicago PROPN ital-5245 129 16 graduate graduate PROPN ital-5245 129 17 library library PROPN ital-5245 129 18 school school NOUN ital-5245 129 19 : : PUNCT ital-5245 129 20 requirements requirement NOUN ital-5245 129 21 study study VERB ital-5245 129 22 for for ADP ital-5245 129 23 future future ADJ ital-5245 129 24 catalogs catalog NOUN ital-5245 129 25 , , PUNCT ital-5245 129 26 ( ( PUNCT ital-5245 129 27 chicago chicago PROPN ital-5245 129 28 : : PUNCT ital-5245 129 29 university university PROPN ital-5245 129 30 of of ADP ital-5245 129 31 chicago chicago PROPN ital-5245 129 32 graduate graduate PROPN ital-5245 129 33 library library PROPN ital-5245 129 34 school school PROPN ital-5245 129 35 , , PUNCT ital-5245 129 36 1968 1968 NUM ital-5245 129 37 ) ) PUNCT ital-5245 129 38 . . PUNCT ital-5245 130 1 10 10 X ital-5245 130 2 . . PUNCT ital-5245 130 3 tagliacozzo tagliacozzo PROPN ital-5245 130 4 , , PUNCT ital-5245 130 5 renata renata PROPN ital-5245 130 6 ; ; PUNCT ital-5245 130 7 rosenberg rosenberg PROPN ital-5245 130 8 , , PUNCT ital-5245 130 9 lawrence lawrence PROPN ital-5245 130 10 ; ; PUNCT ital-5245 130 11 kochen kochen PROPN ital-5245 130 12 , , PUNCT ital-5245 130 13 manfred manfred ADJ ital-5245 130 14 : : PUNCT ital-5245 130 15 access access NOUN ital-5245 130 16 and and CCONJ ital-5245 130 17 recognition recognition NOUN ital-5245 130 18 : : PUNCT ital-5245 130 19 from from ADP ital-5245 130 20 users user NOUN ital-5245 130 21 ' ' PART ital-5245 130 22 data datum NOUN ital-5245 130 23 to to PART ital-5245 130 24 catalog catalog NOUN ital-5245 130 25 entries entry NOUN ital-5245 130 26 ( ( PUNCT ital-5245 130 27 ann ann PROPN ital-5245 130 28 arbor arbor PROPN ital-5245 130 29 , , PUNCT ital-5245 130 30 mich mich PROPN ital-5245 130 31 . . PUNCT ital-5245 130 32 : : PUNCT ital-5245 131 1 the the DET ital-5245 131 2 university university PROPN ital-5245 131 3 of of ADP ital-5245 131 4 michigan michigan PROPN ital-5245 131 5 , , PUNCT ital-5245 131 6 mental mental ADJ ital-5245 131 7 health health PROPN ital-5245 131 8 research research PROPN ital-5245 131 9 institute institute PROPN ital-5245 131 10 , , PUNCT ital-5245 131 11 october october PROPN ital-5245 131 12 1969 1969 NUM ital-5245 131 13 , , PUNCT ital-5245 131 14 communication communication NOUN ital-5245 131 15 no no NOUN ital-5245 131 16 . . NOUN ital-5245 131 17 257 257 NUM ital-5245 131 18 ) ) PUNCT ital-5245 131 19 . . PUNCT ital-5245 132 1 11 11 NUM ital-5245 132 2 . . PUNCT ital-5245 133 1 jensen jensen PROPN ital-5245 133 2 , , PUNCT ital-5245 133 3 arthur arthur PROPN ital-5245 133 4 r. r. PROPN ital-5245 133 5 : : PUNCT ital-5245 133 6 " " PUNCT ital-5245 133 7 spelling spell VERB ital-5245 133 8 errors error NOUN ital-5245 133 9 and and CCONJ ital-5245 133 10 the the DET ital-5245 133 11 serial serial ADJ ital-5245 133 12 - - PUNCT ital-5245 133 13 position position NOUN ital-5245 133 14 effect effect NOUN ital-5245 133 15 , , PUNCT ital-5245 133 16 " " PUNCT ital-5245 133 17 journal journal NOUN ital-5245 133 18 of of ADP ital-5245 133 19 educational educational ADJ ital-5245 133 20 psychology psychology NOUN ital-5245 133 21 , , PUNCT ital-5245 133 22 53 53 NUM ital-5245 133 23 ( ( PUNCT ital-5245 133 24 june june PROPN ital-5245 133 25 1962 1962 NUM ital-5245 133 26 ) ) PUNCT ital-5245 133 27 , , PUNCT ital-5245 133 28 105 105 NUM ital-5245 133 29 - - SYM ital-5245 133 30 109 109 NUM ital-5245 133 31 . . PUNCT ital-5245 134 1 12 12 NUM ital-5245 134 2 . . PUNCT ital-5245 134 3 kooi kooi PROPN ital-5245 134 4 , , PUNCT ital-5245 134 5 beverly beverly PROPN ital-5245 134 6 y. y. PROPN ital-5245 134 7 ; ; PUNCT ital-5245 134 8 schutz schutz PROPN ital-5245 134 9 , , PUNCT ital-5245 134 10 richard richard PROPN ital-5245 134 11 e. e. PROPN ital-5245 134 12 ; ; PUNCT ital-5245 134 13 baker baker PROPN ital-5245 134 14 , , PUNCT ital-5245 134 15 robert robert PROPN ital-5245 134 16 l. l. PROPN ital-5245 134 17 : : PUNCT ital-5245 134 18 " " PUNCT ital-5245 134 19 spelling spell VERB ital-5245 134 20 errors error NOUN ital-5245 134 21 and and CCONJ ital-5245 134 22 the the DET ital-5245 134 23 serial serial ADJ ital-5245 134 24 - - PUNCT ital-5245 134 25 position position NOUN ital-5245 134 26 effect effect NOUN ital-5245 134 27 , , PUNCT ital-5245 134 28 " " PUNCT ital-5245 134 29 journal journal NOUN ital-5245 134 30 of of ADP ital-5245 134 31 educational educational ADJ ital-5245 134 32 psychology psychology NOUN ital-5245 134 33 , , PUNCT ital-5245 134 34 56 56 NUM ital-5245 134 35 ( ( PUNCT ital-5245 134 36 1965 1965 NUM ital-5245 134 37 ) ) PUNCT ital-5245 134 38 , , PUNCT ital-5245 134 39 .334 .334 NUM ital-5245 134 40 - - SYM ital-5245 134 41 336 336 NUM ital-5245 134 42 . . PUNCT