chain-of-thought reasoning

GRPO-Guided Modality Selection Enhanced LoRA-Tuned LLMs for Multimodal Emotion Recognition EMNLP 2025 GTR: Guided Thought Reinforcement Prevents Thought Collapse in RL-based VLM Agent Training ICCV 2025 Guess What I am Thinking: A Benchmark for Inner Thought Reasoning of Role-Playing Language Agents EMNLP 2025 Hearing from Silence: Reasoning Audio Descriptions from Silent Videos via Vision-Language Model Interspeech 2025 HEIE: MLLM-Based Hierarchical Explainable AIGC Image Implausibility Evaluator CVPR 2025 HetGCoT: Heterogeneous Graph-Enhanced Chain-of-Thought LLM Reasoning for Academic Question Answering EMNLP 2025 How Likely Do LLMs with CoT Mimic Human Reasoning? COLING 2025 HVGuard: Utilizing Multimodal Large Language Models for Hateful Video Detection EMNLP 2025 Idola Tribus of AI: Large Language Models tend to perceive order where none exists EMNLP 2025 ImageGen-CoT: Enhancing Text-to-Image In-context Learning with Chain-of-Thought Reasoning ICCV 2025 Improve Vision Language Model Chain-of-thought Reasoning ACL 2025 Improving Chain-of-Thought Reasoning via Quasi-Symbolic Abstractions ACL 2025 Improving LLM Reasoning through Interpretable Role-Playing Steering EMNLP 2025 Improving Reasoning Capabilities in Small Models through Mixture-of-layers Distillation with Stepwise Attention on Key Information EMNLP 2025 InspireDebate: Multi-Dimensional Subjective-Objective Evaluation-Guided Reasoning and Optimization for Debating ACL 2025 Instruction-tuned QwenChart for Chart Question Answering ACL 2025 IntentionESC: An Intention-Centered Framework for Enhancing Emotional Support in Dialogue Systems ACL 2025 Investigating Inference-time Scaling for Chain of Multi-modal Thought: A Preliminary Study ACL 2025 Is Safety Standard Same for Everyone? User-Specific Safety Evaluation of Large Language Models EMNLP 2025 KERAG: Knowledge-Enhanced Retrieval-Augmented Generation for Advanced Question Answering EMNLP 2025 L3GO: Language Agents with Chain-of-3D-Thoughts for Generating Unconventional Objects NAACL 2025 Language Mixing in Reasoning Language Models: Patterns, Impact, and Internal Causes EMNLP 2025 Language Models Can Easily Learn to Reason from Demonstrations EMNLP 2025 Let's Verify and Reinforce Image Generation Step by Step CVPR 2025 Light-R1: Curriculum SFT, DPO and RL for Long COT from Scratch and Beyond ACL 2025