multimodal reasoning

Boosting MLLM Reasoning with Text-Debiased Hint-GRPO ICCV 2025 Bridging the Dynamic Perception Gap: Training-Free Draft Chain-of-Thought for Dynamic Multimodal Spatial Reasoning EMNLP 2025 Browsing Lost Unformed Recollections: A Benchmark for Tip-of-the-Tongue Search and Reasoning ACL 2025 Can Large Language Models Win the International Mathematical Games? EMNLP 2025 Can MLLMs Reason in Multimodality? EMMA: An Enhanced MultiModal ReAsoning Benchmark ICML 2025 Can Vision-Language Models Infer Speaker’s Ignorance? The Role of Visual and Linguistic Cues EMNLP 2025 ChartMind: A Comprehensive Benchmark for Complex Real-world Multimodal Chart Question Answering EMNLP 2025 Confidence-guided Refinement Reasoning for Zero-shot Question Answering EMNLP 2025 Counterfactual Debiasing for Physical Audiovisual Commonsense Reasoning AAAI 2025 Cracking the Code of Hallucination in LVLMs with Vision-aware Head Divergence ACL 2025 Critic-V: VLM Critics Help Catch VLM Errors in Multimodal Reasoning CVPR 2025 Deep Temporal Reasoning in Video Language Models: A Cross-Linguistic Evaluation of Action Duration and Completion through Perfect Times ACL 2025 Diving into Self-Evolving Training for Multimodal Reasoning ICML 2025 DSBench: How Far Are Data Science Agents from Becoming Data Science Experts? ICLR 2025 DSPNet: Dual-vision Scene Perception for Robust 3D Question Answering CVPR 2025 EfficientLLaVA: Generalizable Auto-Pruning for Large Vision-language Models CVPR 2025 EgoTextVQA: Towards Egocentric Scene-Text Aware Video Question Answering CVPR 2025 Enhancing Scientific Visual Question Answering through Multimodal Reasoning and Ensemble Modeling ACL 2025 Enhancing Video-LLM Reasoning via Agent-of-Thoughts Distillation CVPR 2025 Evaluating Vision-Language Models for Emotion Recognition NAACL 2025 Fast or Slow? Integrating Fast Intuition and Deliberate Thinking for Enhancing Visual Question Answering ACL 2025 FMD-Mllama at the Financial Misinformation Detection Challenge Task: Multimodal Reasoning and Evidence Generation COLING 2025 GeoChain: Multimodal Chain-of-Thought for Geographic Reasoning EMNLP 2025 Graph Prompts: Adapting Video Graph for Video Question Answering IJCAI 2025 GREAT: Geometry-Intention Collaborative Inference for Open-Vocabulary 3D Object Affordance Grounding CVPR 2025