Multimodal NLP

DRISHTIKON: A Multimodal Multilingual Benchmark for Testing Language Models’ Understanding on Indian Culture EMNLP 2025 EmotionRankCLAP: Bridging Natural Language Speaking Styles and Ordinal Speech Emotion via Rank-N-Contrast Interspeech 2025 From Easy to Hard: The MIR Benchmark for Progressive Interleaved Multi-Image Reasoning ICCV 2025 GALAXY: A Large-Scale Open-Domain Dataset for Multimodal Learning Interspeech 2025 GRAPHGPT-O: Synergistic Multimodal Comprehension and Generation on Graphs CVPR 2025 Know "No" Better: A Data-Driven Approach for Enhancing Negation Awareness in CLIP ICCV 2025 LiRI Corpus Platform: Demonstration of a Web-Based Infrastructure for Multimodal Corpus Analysis Interspeech 2025 M2-TabFact: Multi-Document Multi-Modal Fact Verification with Visual and Textual Representations of Tabular Data ACL 2025 MIRe: Enhancing Multimodal Queries Representation via Fusion-Free Modality Interaction for Multimodal Retrieval ACL 2025 Multimodal Coreference Resolution for Chinese Social Media Dialogues: Dataset and Benchmark Approach ACL 2025 Multimodal Emotion Diarization: Frame-Wise Integration of Text and Audio Representations Interspeech 2025 Multi-Schema Proximity Network for Composed Image Retrieval ICCV 2025 PALI-NLP at SemEval 2025 Task 1: Multimodal Idiom Recognition and Alignment SemEval 2025 PS3: A Multimodal Transformer Integrating Pathology Reports with Histology Images and Biological Pathways for Cancer Survival Prediction ICCV 2025 RA-CLAP: Relation-Augmented Emotional Speaking Style Contrastive Language-Audio Pretraining For Speech Retrieval Interspeech 2025 REAL-MM-RAG: A Real-World Multi-Modal Retrieval Benchmark ACL 2025 SemEval-2025 Task 1: AdMIRe - Advancing Multimodal Idiomaticity Representation SemEval 2025 SilVar: Speech-Driven Multimodal Model for Reasoning Visual Question Answering and Object Localization EMNLP 2025 SketchAgent: Language-Driven Sequential Sketch Generation CVPR 2025 SlideChat: A Large Vision-Language Assistant for Whole-Slide Pathology Image Understanding CVPR 2025 TIP-I2V: A Million-Scale Real Text and Image Prompt Dataset for Image-to-Video Generation ICCV 2025 Towards Natural Language-Based Document Image Retrieval: New Dataset and Benchmark CVPR 2025 Transformer25 at SemEval-2025 Task 1: A similarity-based approach SemEval 2025 UCSC NLP T6 at SemEval-2025 Task 1: Leveraging LLMs and VLMs for Idiomatic Understanding SemEval 2025 Unified Multimodal Understanding via Byte-Pair Visual Encoding ICCV 2025