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Reasoning

2595 directly classified papers

Papers per year

Papers

Me, Myself, and AI: The Situational Awareness Dataset (SAD) for LLMs NIPS 2024

VeraCT Scan: Retrieval-Augmented Fake News Detection with Justifiable Reasoning ACL 2024

Large Language Models Can Learn Temporal Reasoning ACL 2024

Language Generation in the Limit NIPS 2024

ReConcile: Round-Table Conference Improves Reasoning via Consensus among Diverse LLMs ACL 2024

Meta-Reasoning: Semantics-Symbol Deconstruction for Large Language Models ACL 2024

A Theoretical Understanding of Self-Correction through In-context Alignment NIPS 2024

Chain-of-Thought Reasoning Without Prompting NIPS 2024

Divide-and-Conquer Meets Consensus: Unleashing the Power of Functions in Code Generation NIPS 2024

CriticBench: Benchmarking LLMs for Critique-Correct Reasoning ACL 2024

NeuMA: Neural Material Adaptor for Visual Grounding of Intrinsic Dynamics NIPS 2024

On the Inductive Bias of Stacking Towards Improving Reasoning NIPS 2024

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

End-to-End Learning of LTLf Formulae by Faithful LTLf Encoding AAAI 2024

Sub-optimal Experts mitigate Ambiguity in Inverse Reinforcement Learning NIPS 2024

Neural Concept Binder NIPS 2024

Order-Independence Without Fine Tuning NIPS 2024

KoCommonGEN v2: A Benchmark for Navigating Korean Commonsense Reasoning Challenges in Large Language Models ACL 2024

SETLEXSEM CHALLENGE: Using Set Operations to Evaluate the Lexical and Semantic Robustness of Language Models NIPS 2024

Is A Picture Worth A Thousand Words? Delving Into Spatial Reasoning for Vision Language Models NIPS 2024

MACM: Utilizing a Multi-Agent System for Condition Mining in Solving Complex Mathematical Problems NIPS 2024

LogicAsker: Evaluating and Improving the Logical Reasoning Ability of Large Language Models EMNLP 2024

Unveiling Implicit Deceptive Patterns in Multi-Modal Fake News via Neuro-Symbolic Reasoning AAAI 2024

Online Bayesian Persuasion Without a Clue NIPS 2024

Learning Successor Features the Simple Way NIPS 2024