logical reasoning

298 papers

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Co-occurring keywords

large language model (12755) natural language inference (1278) benchmark evaluation (1539) knowledge graph (1795) first-order logic (168) question answering (2904) symbolic reasoning (184) language model (4573) deductive reasoning (56) neural network (6616)

Papers

WatME: Towards Lossless Watermarking Through Lexical Redundancy ACL 2024

Revisiting Document-Level Relation Extraction with Context-Guided Link Prediction AAAI 2024

Fact-Driven Logical Reasoning for Machine Reading Comprehension AAAI 2024

Deciphering Raw Data in Neuro-Symbolic Learning with Provable Guarantees AAAI 2024

F-Eval: Asssessing Fundamental Abilities with Refined Evaluation Methods ACL 2024

Improving Large Language Models in Event Relation Logical Prediction ACL 2024

DetermLR: Augmenting LLM-based Logical Reasoning from Indeterminacy to Determinacy ACL 2024

Faithful Logical Reasoning via Symbolic Chain-of-Thought ACL 2024

PathReasoner: Modeling Reasoning Path with Equivalent Extension for Logical Question Answering ACL 2024

LogicBench: Towards Systematic Evaluation of Logical Reasoning Ability of Large Language Models ACL 2024

Abstract Meaning Representation-Based Logic-Driven Data Augmentation for Logical Reasoning ACL 2024

LOGIC-LM++: Multi-Step Refinement for Symbolic Formulations ACL 2024

Harnessing the Power of Large Language Models for Natural Language to First-Order Logic Translation ACL 2024

Decomposing Argumentative Essay Generation via Dialectical Planning of Complex Reasoning ACL 2024

Deciphering Digital Detectives: Understanding LLM Behaviors and Capabilities in Multi-Agent Mystery Games ACL 2024

CHECKWHY: Causal Fact Verification via Argument Structure ACL 2024

Assessing Step-by-Step Reasoning against Lexical Negation: A Case Study on Syllogism EMNLP 2023

Enabling Knowledge Refinement upon New Concepts in Abductive Learning AAAI 2023

Efficient Embeddings of Logical Variables for Query Answering over Incomplete Knowledge Graphs AAAI 2023

APOLLO: A Simple Approach for Adaptive Pretraining of Language Models for Logical Reasoning ACL 2023

TFLEX: Temporal Feature-Logic Embedding Framework for Complex Reasoning over Temporal Knowledge Graph NIPS 2023

Document-Level Event Argument Extraction With a Chain Reasoning Paradigm ACL 2023

TECHS: Temporal Logical Graph Networks for Explainable Extrapolation Reasoning ACL 2023

Exploring the Capacity of Pretrained Language Models for Reasoning about Actions and Change ACL 2023

POE: Process of Elimination for Multiple Choice Reasoning EMNLP 2023