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

NeuPSL: Neural Probabilistic Soft Logic IJCAI 2023

Counterfactual reasoning: Testing language models’ understanding of hypothetical scenarios ACL 2023

Learning Logical Reasoning Using an Intelligent Tutoring System: A Hybrid Approach to Student Modeling AAAI 2023

Hence, Socrates is mortal: A Benchmark for Natural Language Syllogistic Reasoning ACL 2023

Improved Logical Reasoning of Language Models via Differentiable Symbolic Programming ACL 2023

LAMBADA: Backward Chaining for Automated Reasoning in Natural Language ACL 2023

Back to the Future: Toward a Hybrid Architecture for Ad Hoc Teamwork AAAI 2023

Evaluating Epistemic Logic Programs via Answer Set Programming with Quantifiers AAAI 2023

Empower Nested Boolean Logic via Self-Supervised Curriculum Learning EMNLP 2023

To What Extent Do Natural Language Understanding Datasets Correlate to Logical Reasoning? A Method for Diagnosing Logical Reasoning. COLING 2022

Modeling Hierarchical Reasoning Chains by Linking Discourse Units and Key Phrases for Reading Comprehension COLING 2022

The Bullets Puzzle: A Paper-and-Pencil Minesweeper AAAI 2022

Document-level Biomedical Relation Extraction Based on Multi-Dimensional Fusion Information and Multi-Granularity Logical Reasoning COLING 2022

Weakly Supervised Neural Symbolic Learning for Cognitive Tasks AAAI 2022

Braid: Weaving Symbolic and Neural Knowledge into Coherent Logical Explanations AAAI 2022

Sufficient Reasons for Classifier Decisions in the Presence of Domain Constraints AAAI 2022

Pushing the Limits of Rule Reasoning in Transformers through Natural Language Satisfiability AAAI 2022

ChartQA: A Benchmark for Question Answering about Charts with Visual and Logical Reasoning ACL 2022

Reasoning Like Program Executors EMNLP 2022

Maieutic Prompting: Logically Consistent Reasoning with Recursive Explanations EMNLP 2022

Can AMR Assist Legal and Logical Reasoning? EMNLP 2022

LogicNMR: Probing the Non-monotonic Reasoning Ability of Pre-trained Language Models EMNLP 2022

End-to-end Algorithm Synthesis with Recurrent Networks: Extrapolation without Overthinking NIPS 2022

AnaLog: Testing Analytical and Deductive Logic Learnability in Language Models NAACL 2022

Complex Query Answering with Neural Link Predictors (Extended Abstract)* IJCAI 2022