multimodal reasoning

GoT: Effective Graph-of-Thought Reasoning in Language Models NAACL 2024 GraphVis: Boosting LLMs with Visual Knowledge Graph Integration NeurIPS 2024 “Image, Tell me your story!” Predicting the original meta-context of visual misinformation EMNLP 2024 Improving Panoptic Narrative Grounding by Harnessing Semantic Relationships and Visual Confirmation AAAI 2024 JourneyBench: A Challenging One-Stop Vision-Language Understanding Benchmark of Generated Images NeurIPS 2024 Knowledge-Aware Reasoning over Multimodal Semi-structured Tables EMNLP 2024 LANS: A Layout-Aware Neural Solver for Plane Geometry Problem ACL 2024 Leveraging Task-Specific Pre-Training To Reason Across Images and Videos WACV 2024 LLM-CXR: Instruction-Finetuned LLM for CXR Image Understanding and Generation ICLR 2024 LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding NeurIPS 2024 M3D: MultiModal MultiDocument Fine-Grained Inconsistency Detection EMNLP 2024 MAR: Matching-Augmented Reasoning for Enhancing Visual-based Entity Question Answering EMNLP 2024 Meteor: Mamba-based Traversal of Rationale for Large Language and Vision Models NeurIPS 2024 MM-MATH: Advancing Multimodal Math Evaluation with Process Evaluation and Fine-grained Classification EMNLP 2024 MMMU: A Massive Multi-discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI CVPR 2024 MMToM-QA: Multimodal Theory of Mind Question Answering ACL 2024 Muffin or Chihuahua? Challenging Multimodal Large Language Models with Multipanel VQA ACL 2024 Multimodal ArXiv: A Dataset for Improving Scientific Comprehension of Large Vision-Language Models ACL 2024 Multimodal Event Causality Reasoning with Scene Graph Enhanced Interaction Network AAAI 2024 Multimodal Reasoning with Multimodal Knowledge Graph ACL 2024 MuseChat: A Conversational Music Recommendation System for Videos CVPR 2024 OlympiadBench: A Challenging Benchmark for Promoting AGI with Olympiad-Level Bilingual Multimodal Scientific Problems ACL 2024 On the generalization capacity of neural networks during generic multimodal reasoning ICLR 2024 Picturing Ambiguity: A Visual Twist on the Winograd Schema Challenge ACL 2024 Question Aware Vision Transformer for Multimodal Reasoning CVPR 2024