nlp:logic_in_nlp

Table of Contents

Logic in NLP
- Papers
  - Evaluation of Logic Competency
- Related Pages

Logic in NLP

This page is about methods that use logic or logical forms in NLP.

Papers

Mitra & Baral 2016 - Addressing a Question Answering Challenge by Combining Statistical Methods with Inductive Rule Learning and Reasoning
Han et al 2022 - FOLIO: Natural Language Reasoning with First-Order Logic
Lalwani et al 2024 - NL2FOL: Translating Natural Language to First-Order Logic for Logical Fallacy Detection
Toroghi et al 2024 - Verifiable, Debuggable, and Repairable Commonsense Logical Reasoning via LLM-based Theory Resolution
Lee et al 2025 - Entailment-Preserving First-order Logic Representations in Natural Language Entailment

Evaluation of Logic Competency

Seals & Shalin 2023 - Evaluating the Deductive Competence of Large Language Models

Related Pages

nlp/logic_in_nlp.txt · Last modified: 2025/08/30 00:33 by jmflanig