Papers › LangPro: Natural Language Theorem Prover

LangPro: Natural Language Theorem Prover

30 Aug 2017EMNLP 2017 9arXiv:1708.09417archive 2025-07-28

Lasha Abzianidze

LangPro is an automated theorem prover for natural language (https://github.com/kovvalsky/LangPro). Given a set of premises and a hypothesis, it is able to prove semantic relations between them. The prover is based on a version of analytic tableau method specially designed for natural logic. The proof procedure operates on logical forms that preserve linguistic expressions to a large extent. %This property makes the logical forms easily obtainable from syntactic trees. %, in particular, Combinatory Categorial Grammar derivation trees. The nature of proofs is deductive and transparent. On the FraCaS and SICK textual entailment datasets, the prover achieves high results comparable to state-of-the-art.

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Automated Theorem ProvingNatural Language Inference

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