conftrace_

multimodal reasoning

197 papers

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Co-occurring keywords

vision-language model (2348) multimodal learning (4645) visual question answering (1017) large language model (13587) multimodal large language model (966) visual reasoning (493) benchmark evaluation (1556) chain-of-thought reasoning (551) vision language model (767) video understanding (1658)

Papers

Hidden in Plain Sight: Reasoning in Underspecified and Misspecified Scenarios for Multimodal LLMs EMNLP 2025
ProReason: Multi-Modal Proactive Reasoning with Decoupled Eyesight and Wisdom EMNLP 2025
Counterfactual Debiasing for Physical Audiovisual Commonsense Reasoning AAAI 2025
Browsing Lost Unformed Recollections: A Benchmark for Tip-of-the-Tongue Search and Reasoning ACL 2025
Towards Reliable Large Audio Language Model ACL 2025
Vision-Language Models Struggle to Align Entities across Modalities ACL 2025
Language-Informed Synthesis of Rational Agent Models for Grounded Theory-of-Mind Reasoning On-the-fly EMNLP 2025
PhysicsArena: The First Multimodal Physics Reasoning Benchmark Exploring Variable, Process, and Solution Dimensions EMNLP 2025
SilVar: Speech-Driven Multimodal Model for Reasoning Visual Question Answering and Object Localization EMNLP 2025
MoLoRAG: Bootstrapping Document Understanding via Multi-modal Logic-aware Retrieval EMNLP 2025
Puzzled by Puzzles: When Vision-Language Models Can’t Take a Hint EMNLP 2025
Pixels Versus Priors: Controlling Knowledge Priors in Vision-Language Models through Visual Counterfacts EMNLP 2025
Piecing It All Together: Verifying Multi-Hop Multimodal Claims COLING 2025
Evaluating Vision-Language Models for Emotion Recognition NAACL 2025
How Do Multimodal Large Language Models Handle Complex Multimodal Reasoning? Placing Them in An Extensible Escape Game ICCV 2025
R1-Onevision: Advancing Generalized Multimodal Reasoning through Cross-Modal Formalization ICCV 2025
LLaVA-CoT: Let Vision Language Models Reason Step-by-Step ICCV 2025
AURELIA: Test-time Reasoning Distillation in Audio-Visual LLMs ICCV 2025
VAGUE: Visual Contexts Clarify Ambiguous Expressions ICCV 2025
VLRMBench: A Comprehensive and Challenging Benchmark for Vision-Language Reward Models ICCV 2025
Fast or Slow? Integrating Fast Intuition and Deliberate Thinking for Enhancing Visual Question Answering ACL 2025
Improve Vision Language Model Chain-of-thought Reasoning ACL 2025
ChartMind: A Comprehensive Benchmark for Complex Real-world Multimodal Chart Question Answering EMNLP 2025
Bridging the Dynamic Perception Gap: Training-Free Draft Chain-of-Thought for Dynamic Multimodal Spatial Reasoning EMNLP 2025
All-in-one: Understanding and Generation in Multimodal Reasoning with the MAIA Benchmark EMNLP 2025