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

Evidence Grounding vs. Memorization: Why Neural Semantics Matter for Knowledge Graph Fact Verification EACL 2026

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

Hearing Between the Lines: Unlocking the Reasoning Power of LLMs for Speech Evaluation EACL 2026

Improving Chain-of-Thought for Logical Reasoning via Attention-Aware Intervention EACL 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

Can Reasoning Help Large Language Models Capture Human Annotator Disagreement? EACL 2026

LLMs Faithfully and Iteratively Compute Answers During CoT: A Systematic Analysis With Multi-step Arithmetics EACL 2026

A Comprehensive Evaluation of Multilingual Chain-of-Thought Reasoning: Performance, Consistency, and Faithfulness Across Languages EACL 2026

MWE-2026 Shared Task: AdMIRe 2 Advancing Multimodal Idiomaticity Representation EACL 2026

Drive-R1: Bridging Reasoning and Planning in VLMs for Autonomous Driving with Reinforcement Learning AAAI 2026

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

AdaReason: Progressive Training of Multi-LoRA Adapters for Budget-Adaptive Language Reasoning Models AAAI 2026

CATS: Category-Aware Token-level Steering for Training-Free Redundancy Reduction in Large Reasoning Models 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

MOGO: Residual Quantized Hierarchical Causal Transformer for Real-Time and Infinite-Length 3D Human Motion Generation AAAI 2026