Multimodal Learning

CA-MLIF: Cross-Attention and Multimodal Low-Rank Interaction Fusion Framework for Tumor Prognostic Prediction AAAI 2025 CaMMT: Benchmarking Culturally Aware Multimodal Machine Translation EMNLP 2025 Can a Unimodal Language Agent Provide Preferences to Tune a Multimodal Vision-Language Model? IJCNLP 2025 Can Graph Descriptive Order Affect Solving Graph Problems with LLMs? ACL 2025 Can GRPO Boost Complex Multimodal Table Understanding? EMNLP 2025 Can Hallucination Correction Improve Video-Language Alignment? ACL 2025 Can Knowledge be Transferred from Unimodal to Multimodal? Investigating the Transitivity of Multimodal Knowledge Editing ICCV 2025 Can Large Language Models Act as Ensembler for Multi-GNNs? EMNLP 2025 Can Large Language Models Understand Symbolic Graphics Programs? ICLR 2025 Can LLMs Convert Graphs to Text-Attributed Graphs? NAACL 2025 Can LLMs Deceive CLIP? Benchmarking Adversarial Compositionality of Pre-trained Multimodal Representation via Text Updates ACL 2025 Can Machines Understand Composition? Dataset and Benchmark for Photographic Image Composition Embedding and Understanding CVPR 2025 Can MLLMs Reason in Multimodality? EMMA: An Enhanced MultiModal ReAsoning Benchmark ICML 2025 Can MLLMs Understand the Deep Implication Behind Chinese Images? ACL 2025 Can Multimodal Foundation Models Help Analyze Child-Inclusive Autism Diagnostic Videos? Interspeech 2025 Can Multimodal Foundation Models Understand Schematic Diagrams? An Empirical Study on Information-Seeking QA over Scientific Papers ACL 2025 Can Multimodal Large Language Models Understand Spatial Relations? ACL 2025 Can Multimodal LLMs See Materials Clearly? A Multimodal Benchmark on Materials Characterization EMNLP 2025 Can One Modality Model Synergize Training of Other Modality Models? ICLR 2025 Can Out-of-Domain Data Help to Learn Domain-Specific Prompts for Multimodal Misinformation Detection? WACV 2025 Can Retelling Have Adequate Information for Reasoning? An Enhancement Method for Imperfect Video Understanding with Large Language Model IJCAI 2025 Can Text-to-Video Generation help Video-Language Alignment? CVPR 2025 cantnlp@DravidianLangTech-2025: A Bag-of-Sounds Approach to Multimodal Hate Speech Detection NAACL 2025 Can’t See the Forest for the Trees: Benchmarking Multimodal Safety Awareness for Multimodal LLMs ACL 2025 Can Video LLMs Refuse to Answer? Alignment for Answerability in Video Large Language Models ICLR 2025