chain-of-thought reasoning

Mitigating Visual Forgetting via Take-along Visual Conditioning for Multi-modal Long CoT Reasoning ACL 2025 Mixing Inference-time Experts for Enhancing LLM Reasoning EMNLP 2025 MLLM-as-a-Judge for Image Safety without Human Labeling CVPR 2025 MMAT-1M: A Large Reasoning Dataset for Multimodal Agent Tuning ICCV 2025 MMMU-Pro: A More Robust Multi-discipline Multimodal Understanding Benchmark ACL 2025 MMPlanner: Zero-Shot Multimodal Procedural Planning with Chain-of-Thought Object State Reasoning EMNLP 2025 Molecular String Representation Preferences in Pretrained LLMs: A Comparative Study in Zero- & Few-Shot Molecular Property Prediction EMNLP 2025 MolRAG: Unlocking the Power of Large Language Models for Molecular Property Prediction ACL 2025 MovieCORE: COgnitive REasoning in Movies EMNLP 2025 MPBench: A Comprehensive Multimodal Reasoning Benchmark for Process Errors Identification ACL 2025 Multimodal Causal Reasoning Benchmark: Challenging Multimodal Large Language Models to Discern Causal Links Across Modalities ACL 2025 MultiTEND: A Multilingual Benchmark for Natural Language to NoSQL Query Translation ACL 2025 MuTIS: Enhancing Reasoning Efficiency through Multi Turn Intervention Sampling in Reinforcement Learning EMNLP 2025 Number Cookbook: Number Understanding of Language Models and How to Improve It ICLR 2025 Omni-Chart-600K: A Comprehensive Dataset of Chart Types for Chart Understanding NAACL 2025 One Missing Piece for Open-Source Reasoning Models: A Dataset to Mitigate Cold-Starting Short CoT LLMs in RL ACL 2025 On the Impact of Fine-Tuning on Chain-of-Thought Reasoning NAACL 2025 OrderChain: Towards General Instruct-Tuning for Stimulating the Ordinal Understanding Ability of MLLM ICCV 2025 Parallel Continuous Chain-of-Thought with Jacobi Iteration EMNLP 2025 Parrot: A Training Pipeline Enhances Both Program CoT and Natural Language CoT for Reasoning EMNLP 2025 Path Drift in Large Reasoning Models: How First-Person Commitments Override Safety EMNLP 2025 PhyT2V: LLM-Guided Iterative Self-Refinement for Physics-Grounded Text-to-Video Generation CVPR 2025 Please Translate Again: Two Simple Experiments on Whether Human-Like Reasoning Helps Translation EMNLP 2025 PoliTo at SemEval-2025 Task 1: Beyond Literal Meaning: A Chain-of-Though Approach for Multimodal Idiomacity Understanding SemEval 2025 PORT: Preference Optimization on Reasoning Traces NAACL 2025