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

How Susceptible Are LLMs to Logical Fallacies? COLING 2024

JFLD: A Japanese Benchmark for Deductive Reasoning Based on Formal Logic COLING 2024

LatEval: An Interactive LLMs Evaluation Benchmark with Incomplete Information from Lateral Thinking Puzzles COLING 2024

NeuroSymbolic LLM for Mathematical Reasoning and Software Engineering IJCAI 2024

CLOMO: Counterfactual Logical Modification with Large Language Models ACL 2024

Bi-Chainer: Automated Large Language Models Reasoning with Bidirectional Chaining ACL 2024

Strong hallucinations from negation and how to fix them ACL 2024

TELLER: A Trustworthy Framework for Explainable, Generalizable and Controllable Fake News Detection ACL 2024

It is not True that Transformers are Inductive Learners: Probing NLI Models with External Negation EACL 2024

LogiCity: Advancing Neuro-Symbolic AI with Abstract Urban Simulation NIPS 2024

Out-of-Distribution Detection With Logical Reasoning WACV 2024

CLEVR-POC: Reasoning-Intensive Visual Question Answering in Partially Observable Environments COLING 2024

RENN: A Rule Embedding Enhanced Neural Network Framework for Temporal Knowledge Graph Completion COLING 2024

A Closer Look at the Self-Verification Abilities of Large Language Models in Logical Reasoning NAACL 2024

Exploring Self-supervised Logic-enhanced Training for Large Language Models NAACL 2024

LeanReasoner: Boosting Complex Logical Reasoning with Lean NAACL 2024

Beta-LR: Interpretable Logical Reasoning based on Beta Distribution NAACL 2024

Reason from Fallacy: Enhancing Large Language Models’ Logical Reasoning through Logical Fallacy Understanding NAACL 2024

Language Models can be Deductive Solvers NAACL 2024

OUNLP at SemEval-2024 Task 9: Retrieval-Augmented Generation for Solving Brain Teasers with LLMs NAACL 2024

Testing the limits of logical reasoning in neural and hybrid models NAACL 2024

DeiSAM: Segment Anything with Deictic Prompting NIPS 2024

Categorical Syllogisms Revisited: A Review of the Logical Reasoning Abilities of LLMs for Analyzing Categorical Syllogisms EMNLP 2024

Can LLMs Reason with Rules? Logic Scaffolding for Stress-Testing and Improving LLMs ACL 2024

“Let’s Argue Both Sides”: Argument Generation Can Force Small Models to Utilize Previously Inaccessible Reasoning Capabilities EMNLP 2024