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Reasoning

2595 directly classified papers

Papers per year

Papers

Unsupervised Visual Chain-of-Thought Reasoning via Preference Optimization ICCV 2025

Structured Knowledge meets GenAI: A Framework for Logic-Driven Language Models COLING 2025

RethinkMCTS: Refining Erroneous Thoughts in Monte Carlo Tree Search for Code Generation EMNLP 2025

Can Large Language Models Win the International Mathematical Games? EMNLP 2025

Vision-and-Language Navigation with Analogical Textual Descriptions in LLMs EMNLP 2025

s1: Simple test-time scaling EMNLP 2025

Argus: Vision-Centric Reasoning with Grounded Chain-of-Thought CVPR 2025

STACKFEED: Structured Textual Actor-Critic Knowledge base editing with FEEDback EMNLP 2025

Investigating and Addressing Hallucinations of LLMs in Tasks Involving Negation NAACL 2025

GLASS: Guided Latent Slot Diffusion for Object-Centric Learning CVPR 2025

VISCO: Benchmarking Fine-Grained Critique and Correction Towards Self-Improvement in Visual Reasoning CVPR 2025

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

GUI-Xplore: Empowering Generalizable GUI Agents with One Exploration CVPR 2025

Visual Agentic AI for Spatial Reasoning with a Dynamic API CVPR 2025

Emergent Wisdom at BEA 2025 Shared Task: From Lexical Understanding to Reflective Reasoning for Pedagogical Ability Assessment ACL 2025

Thinking in Space: How Multimodal Large Language Models See, Remember, and Recall Spaces CVPR 2025

Critic-V: VLM Critics Help Catch VLM Errors in Multimodal Reasoning CVPR 2025

Commonsense Video Question Answering through Video-Grounded Entailment Tree Reasoning CVPR 2025

Beyond Image Classification: A Video Benchmark and Dual-Branch Hybrid Discrimination Framework for Compositional Zero-Shot Learning CVPR 2025

VITED: Video Temporal Evidence Distillation CVPR 2025

DrVideo: Document Retrieval Based Long Video Understanding CVPR 2025

ToW: Thoughts of Words Improve Reasoning in Large Language Models NAACL 2025

Beyond Demographics: Enhancing Cultural Value Survey Simulation with Multi-Stage Personality-Driven Cognitive Reasoning EMNLP 2025

How LLMs Comprehend Temporal Meaning in Narratives: A Case Study in Cognitive Evaluation of LLMs ACL 2025

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