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    Research in textual entailment treats sentences as struct... — Carmelics
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    Supports→The conception of sentences as meaning representations is consistent with Montague's contention that language is logic.

    Research in textual entailment treats sentences as structured syntactic representations from which entailment relations are derived.

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    Montague contended that language is logic, understanding sentences as unambiguou...Statistical entailment relations based on syntactic trees (as in Dagan et al. 20...The conception of sentences as meaning representations is consistent with Montag...

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    Statistical entailment relations based on syntactic trees (as in Dagan...88%Recognizing textual entailment requires judgments that accord with hum...82%An entailment criterion allows any component of a sentence to contribu...81%Performance on textual entailment tasks improves when reasoning based ...79%

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    It is noteworthy that the conception of sentences as meaning representations echoes Montague's contention that language is logic. Of course, Montague understood “sentences” as unambiguous syntactic trees. But research in textual entailment seems to be moving towards a similar conception, as exemplified in the work of Dagan et al. (2008), where statistical entailment relations are based on syntactic trees, and these are generalized to templates that may replace subtrees by typed variables. Also C

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