cross-modal reasoning

Century: A Framework and Dataset for Evaluating Historical Contextualisation of Sensitive Images ICLR 2025 ChartMimic: Evaluating LMM's Cross-Modal Reasoning Capability via Chart-to-Code Generation ICLR 2025 Contra4: Evaluating Contrastive Cross-Modal Reasoning in Audio, Video, Image, and 3D EMNLP 2025 FCMR: Robust Evaluation of Financial Cross-Modal Multi-Hop Reasoning ACL 2025 Filter-And-Refine: A MLLM Based Cascade System for Industrial-Scale Video Content Moderation ACL 2025 ImaRA: An Imaginative Frame Augmented Method for Low-Resource Multimodal Metaphor Detection and Explanation NAACL 2025 IMOL: Incomplete-Modality-Tolerant Learning for Multi-Domain Fake News Video Detection ACL 2025 LIBA: Language Instructed Multi-granularity Bridge Assistant for 3D Visual Grounding AAAI 2025 Making LVLMs Look Twice: Contrastive Decoding with Contrast Images ACL 2025 MANBench: Is Your Multimodal Model Smarter than Human? ACL 2025 Multimodal Causal Reasoning Benchmark: Challenging Multimodal Large Language Models to Discern Causal Links Across Modalities ACL 2025 OmnixR: Evaluating Omni-modality Language Models on Reasoning across Modalities ICLR 2025 PathoHR: Hierarchical Reasoning for Vision-Language Models in Pathology EMNLP 2025 Performance Gap in Entity Knowledge Extraction Across Modalities in Vision Language Models ACL 2025 Rethinking Information Synthesis in Multimodal Question Answering A Multi-Agent Perspective IJCNLP 2025 Unified Multimodal Understanding via Byte-Pair Visual Encoding ICCV 2025 UnifiedVisual: A Framework for Constructing Unified Vision-Language Datasets EMNLP 2025 Unveiling Fake News with Adversarial Arguments Generated by Multimodal Large Language Models COLING 2025 Extending CLIP’s Image-Text Alignment to Referring Image Segmentation NAACL 2024 X-RefSeg3D: Enhancing Referring 3D Instance Segmentation via Structured Cross-Modal Graph Neural Networks AAAI 2024 Collaborative Static and Dynamic Vision-Language Streams for Spatio-Temporal Video Grounding CVPR 2023 Contrastive Grouping With Transformer for Referring Image Segmentation CVPR 2023 EHRXQA: A Multi-Modal Question Answering Dataset for Electronic Health Records with Chest X-ray Images NeurIPS 2023 Logical Implications for Visual Question Answering Consistency CVPR 2023 MUTEX: Learning Unified Policies from Multimodal Task Specifications CoRL 2023