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Reasoning

2595 directly classified papers

Papers per year

Papers

Debate-to-Write: A Persona-Driven Multi-Agent Framework for Diverse Argument Generation COLING 2025

iai_MSU at SemEval-2025 Task-3: Mu-SHROOM, the Multilingual Shared-task on Hallucinations and Related Observable Overgeneration Mistakes in English ACL 2025

Socratic Reasoning Improves Positive Text Rewriting NAACL 2025

UZH at SemEval-2025 Task 3: Token-Level Self-Consistency for Hallucination Detection ACL 2025

VEGAS: Towards Visually Explainable and Grounded Artificial Social Intelligence AAAI 2025

NCL-UoR at SemEval-2025 Task 3: Detecting Multilingual Hallucination and Related Observable Overgeneration Text Spans with Modified RefChecker and Modified SeflCheckGPT ACL 2025

Categorical Semantics of Compositional Reinforcement Learning JMLR 2025

Gold-medalist Performance in Solving Olympiad Geometry with AlphaGeometry2 JMLR 2025

Tables as Thought: Exploring Structured Thoughts in LLM Reasoning ACL 2025

Sparks of Tabular Reasoning via Text2SQL Reinforcement Learning ACL 2025

StoC-TOT: Stochastic Tree-of-Thought with Constrained Decoding for Complex Reasoning in Multi-Hop Question Answering NAACL 2025

DiaDP@XLLM25: Advancing Chinese Dialogue Parsing via Unified Pretrained Language Models and Biaffine Dependency Scoring ACL 2025

Hyperdimensional Representation for Adaptive Information Association and Memorization WACV 2025

Uncovering Argumentative Flow: A Question-Focus Discourse Structuring Framework EMNLP 2025

FinHEAR: Human Expertise and Adaptive Risk-Aware Temporal Reasoning for Financial Decision-Making EMNLP 2025

3D-Mem: 3D Scene Memory for Embodied Exploration and Reasoning CVPR 2025

R3-RAG: Learning Step-by-Step Reasoning and Retrieval for LLMs via Reinforcement Learning EMNLP 2025

ModeLing: A Novel Dataset for Testing Linguistic Reasoning in Language Models NAACL 2025

Neural Reasoning for Sure Through Constructing Explainable Models AAAI 2025

An Extension-Based Argument-Ranking Semantics: Social Rankings in Abstract Argumentation AAAI 2025

Fast Computing of Dung Semantics in Acyclic Probabilistic Argumentation Frameworks AAAI 2025

From Causal Parrots to Causal Prophets? Towards Sound Causal Reasoning with Large Language Models NAACL 2025

Drift: Enhancing LLM Faithfulness in Rationale Generation via Dual-Reward Probabilistic Inference ACL 2025

Hybrid Reasoning About Relative Position and Orientation of Objects and Navigating Agents Using Answer Set Programming AAAI 2025

MM-Verify: Enhancing Multimodal Reasoning with Chain-of-Thought Verification ACL 2025