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

TFRank: Think-Free Reasoning Enables Practical Pointwise LLM Ranking AAAI 2026

Efficient Reasoning for Large Reasoning Language Models via Certainty-Guided Reflection Suppression AAAI 2026

BadThink: Triggered Overthinking Attacks on Chain-of-Thought Reasoning in Large Language Models AAAI 2026

Eliciting Chain-of-Thought in Base LLMs via Gradient-Based Representation Optimization AAAI 2026

DeepOR: A Deep Reasoning Foundation Model for Optimization Modeling AAAI 2026

ST-Think: How Multimodal Large Language Models Reason About 4D Worlds from Ego-Centric Videos WACV 2026

FAST-EQA: Efficient Embodied Question Answering with Global and Local Region Relevancy WACV 2026

Incentivizing Strong Reasoning from Weak Supervision EACL 2026

Look Before You Leap: A Lookahead Reasoning Quality Gate for Speculative Decoding EACL 2026

Analyzing LLM Instruction Optimization for Tabular Fact Verification EACL 2026

Blind Spot Navigation in Large Language Model Reasoning with Thought Space Explorer EACL 2026

LogToP: Logic Tree-of-Program with Table Instruction-tuned LLMs for Controlled Logical Table-to-Text Generation EACL 2026

U-MIRAGE: Benchmarking Chain-of-Thought Reasoning for Urdu Medical QA EACL 2026

TraveLLaMA: A Multimodal Travel Assistant with Large-Scale Dataset and Structured Reasoning AAAI 2026

TCoT: Trajectory Chain-of-Thoughts for Robotic Manipulation with Failure Recovery in Vision-Language-Action Model AAAI 2026

MedEyes: Learning Dynamic Visual Focus for Medical Progressive Diagnosis AAAI 2026

GraphCoT-VLA: A 3D Spatial-Aware Reasoning Vision-Language-Action Model for Robotic Manipulation with Ambiguous Instructions AAAI 2026

STELAR-VISION: Self-Topology-Aware Efficient Learning for Aligned Reasoning in Vision AAAI 2026

VRAgent-R1: Boosting Video Recommendation with MLLM-based Agents via Reinforcement Learning AAAI 2026

RoadSceneVQA: Benchmarking Visual Question Answering in Roadside Perception Systems for Intelligent Transportation System AAAI 2026

Attention to Threat-Relevant Objects: Reasoning Detection in Autonomous Driving via Multimodal Large Language Models AAAI 2026

UniMo: Unified Motion Generation and Understanding with Chain of Thought AAAI 2026

Affordance-R1: Reinforcement Learning for Generalizable Affordance Reasoning in Multimodal Large Language Models AAAI 2026

Tell as You Want: Customizing Image Narrative with Knowledge and Thoughts AAAI 2026

SABER: Switchable and Balanced Training for Efficient LLM Reasoning AAAI 2026