Multimodal NLP

All Changes May Have Invariant Principles: Improving Ever-Shifting Harmful Meme Detection via Design Concept Reproduction ACL 2026 A Survey of Multimodal Mathematical Reasoning: From Perception, Alignment to Reasoning ACL 2026 Benchmarking Single-Factor Physical Video-to-Audio Generation CVPR 2026 Cluster-Wise Spatio-Temporal Masking for Efficient Video-Language Pretraining CVPR 2026 DART: Disambiguation-Aware Reasoning for Video-guided Machine Translation ACL 2026 Evaluation of Multilingual Ability to Use Spatial Deictic Expressions in Vision-Language Models ACL 2026 FAVE: A Structured Benchmark for Fine-Grained Audio-Visual Temporal Evaluation in Multimodal LLMs CVPR 2026 Hear What Matters! Text-conditioned Selective Video-to-Audio Generation CVPR 2026 HERO: Hierarchical Embedding-Refinement for Open-Vocabulary Temporal Sentence Grounding in Videos CVPR 2026 Limited Linguistic Diversity in Embodied AI Datasets ACL 2026 OmniVTG: A Large-Scale Dataset and Training Paradigm for Open-World Video Temporal Grounding CVPR 2026 Probing Audio-Visual Reasoning in Multimodal Language Models through the Lens of Audio ACL 2026 See What I Mean: Aligning Vision and Language Representations for Video Fine-grained Object Understanding CVPR 2026 TableMix: Enhancing Multimodal Table Reasoning in MLLMs from a Data-Centric Perspective CVPR 2026 The Visual Iconicity Challenge: Evaluating Vision-Language Models on Sign Language Form–Meaning Mapping ACL 2026 Where Culture Fades: Revealing the Cultural Gap in Text-to-Image Generation CVPR 2026 2M-BELEBELE: Highly Multilingual Speech and American Sign Language Comprehension Dataset Download PDF ACL 2025 Advancing Sentiment Analysis in Tamil-English Code-Mixed Texts: Challenges and Transformer-Based Solutions NAACL 2025 AIMA at SemEval-2025 Task 1: Bridging Text and Image for Idiomatic Knowledge Extraction via Mixture of Experts SemEval 2025 Augmenting Multimodal LLMs with Self-Reflective Tokens for Knowledge-based Visual Question Answering CVPR 2025 Beyond Similarity Scoring: Detecting Entailment and Contradiction in Multilingual and Multimodal Contexts Interspeech 2025 CAMSIC: Content-aware Masked Image Modeling Transformer for Stereo Image Compression AAAI 2025 Chain-of-region: Visual Language Models Need Details for Diagram Analysis ICLR 2025 Cross-Aligned Fusion for Multimodal Understanding WACV 2025 Deciphering the Complaint Aspects: Towards an Aspect-Based Complaint Identification Model with Video Complaint Dataset in Finance WACV 2025