Web Based Probabilistic Textual Entailment

author: Oren Glickman, Bar Ilan University

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*Slides*
0:17	Web Based Probabilistic Textual Entailment
0:54	Classical Entailment Definition
1:34	Probabilistic Entailment
2:33	Rational
3:15	A Probabilistic Space
4:49	A Generative Model
5:48	Probabilities
7:04	Textual entailment relationship
7:56	Lexical Entailment
9:16	A Probabilistic Lexical Model
11:05	Estimating Lexical Entailment Probabilities from the Web
12:17	Challenge Submission
13:27	Results
13:51	Resulting Alignments
15:24	Precision-Recall
16:11	Did the probs help?
17:01	Conclusions

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