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chain-of-thought reasoning

469 papers

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Also known as

LONG-COT LCOT XCOT COT

Co-occurring keywords

large language model (12755) reinforcement learning (4122) question answering (2904) multimodal large language model (865) multimodal learning (4622) mathematical reasoning (355) chain of thought (274) knowledge distillation (3680) vision-language model (2235) prompt engineering (1128)

Papers

Towards A Better Initial Policy Model For Scalable Long-CoT Reinforcement Learning ACL 2025
Think Both Ways: Teacher-Student Bidirectional Reasoning Enhances MCQ Generation and Distractor Quality ACL 2025
SciVerse: Unveiling the Knowledge Comprehension and Visual Reasoning of LMMs on Multi-modal Scientific Problems ACL 2025
BELLE: A Bi-Level Multi-Agent Reasoning Framework for Multi-Hop Question Answering ACL 2025
CoT-based Synthesizer: Enhancing LLM Performance through Answer Synthesis ACL 2025
Beyond the Answer: Advancing Multi-Hop QA with Fine-Grained Graph Reasoning and Evaluation ACL 2025
Unifying Language Agent Algorithms with Graph-based Orchestration Engine for Reproducible Agent Research ACL 2025
LongFaith: Enhancing Long-Context Reasoning in LLMs with Faithful Synthetic Data ACL 2025
Multimodal Causal Reasoning Benchmark: Challenging Multimodal Large Language Models to Discern Causal Links Across Modalities ACL 2025
Temporalizing Confidence: Evaluation of Chain-of-Thought Reasoning with Signal Temporal Logic ACL 2025
CoT-VLA: Visual Chain-of-Thought Reasoning for Vision-Language-Action Models CVPR 2025
MicroVQA: A Multimodal Reasoning Benchmark for Microscopy-Based Scientific Research CVPR 2025
Zero-Shot Cross-Domain Aspect-Based Sentiment Analysis via Domain-Contextualized Chain-of-Thought Reasoning EMNLP 2025
Alif: Advancing Urdu Large Language Models via Multilingual Synthetic Data Distillation EMNLP 2025
Graph-R1: Incentivizing the Zero-Shot Graph Learning Capability in LLMs via Explicit Reasoning EMNLP 2025
PromptSculptor: Multi-Agent Based Text-to-Image Prompt Optimization EMNLP 2025
RoT: Enhancing Table Reasoning with Iterative Row-Wise Traversals EMNLP 2025
Parallel Continuous Chain-of-Thought with Jacobi Iteration EMNLP 2025
Path Drift in Large Reasoning Models: How First-Person Commitments Override Safety EMNLP 2025
Step Guided Reasoning: Improving Mathematical Reasoning using Guidance Generation and Step Reasoning EMNLP 2025
Audio-Reasoner: Improving Reasoning Capability in Large Audio Language Models EMNLP 2025
Socratic-MCTS: Test-Time Visual Reasoning by Asking the Right Questions EMNLP 2025
Video-RTS: Rethinking Reinforcement Learning and Test-Time Scaling for Efficient and Enhanced Video Reasoning EMNLP 2025
Slim-SC: Thought Pruning for Efficient Scaling with Self-Consistency EMNLP 2025
Flexible Thinking for Multimodal Emotional Support Conversation via Reinforcement Learning EMNLP 2025