Textual Entailment

author: Ido Dagan, Bar Ilan University

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*Slides*
0:00	- Announcement
2:33	PASCAL Pump Priming Project on Textual Entailment
3:35	Project Outline – Lexical Entailment
5:26	Bar Ilan
5:31	Applied Textual Entailment: Abstracting Variability Inference
6:44	Foundations and Infrastructure
7:20	Probabilistic Textual Entailment
9:43	Lexical Alignment (1st Model)
10:34	Results on RTE 1 dataset
10:55	Contextual entailment (2nd model) – as a text categorization task
12:52	Document Representation for Entailment
13:25	First intent: Theme Topic Mixture Model (TTMM)
13:47	Second intent: Neural Network for Text Representation (NNTR)
14:58	Architecture and Results
15:48	CNTS Subtitling Application for Evaluation of Entailment
16:15	Subtitling project: MUSA
16:38	Entailment in subtitle generation
17:21	Example
18:10	Rate compression possibilities
19:09	Evaluation
21:09	Results
22:42	XRCE Textual Entailment for IR
22:55	Textual Entailment for Information Retrieval
23:06	The language model approach to IR
23:43	Textual entailment as translation
23:55	Information Retrieval results
24:25	Meetings
24:39	Follow up activities: XRCE
25:25	Follow up activities: CNTS
25:54	Follow up activities: BIU
27:17	Takeout: New Research Problems

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