id	author	title	date	pages	extension	mime	words	sentences	flesch	summary	cache	txt
work_lt7hy66js5extgi7lfl3faat4a	Nils Reimers	Event Time Extraction with a Decision Tree of Neural Classifiers	2018	14	.pdf	application/pdf	8292	723	66	Event Time Extraction with a Decision Tree of Neural Classifiers In this paper we describe a new classifier for automatic event time extraction. document and can extract long-range relations between events and temporal expressions. possible TLINKs with the number of events and temporal expressions, resulting in more than 10,000 possible TLINKs for several documents in the TimeBank annotation for all pairs of events and/or temporal expressions in the same and in adjacent sentences. Day Events) happened at the document creation time. decides the relation between the event and the Document Creation Time (DCT). derive the final label given the information on the relevant temporal expressions, their relation to the event, Our previously presented baseline uses the extracted relations for Single Day Events and generates a set of <relation, time> tuples in which the event and the temporal expression (Input Text Features) for classifying the relation between those. Time Expressions, Events, and Temporal Relations.	./cache/work_lt7hy66js5extgi7lfl3faat4a.pdf	./txt/work_lt7hy66js5extgi7lfl3faat4a.txt