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Multimodal NLP

97 papers

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Papers

From Easy to Hard: The MIR Benchmark for Progressive Interleaved Multi-Image Reasoning ICCV 2025
Unified Multimodal Understanding via Byte-Pair Visual Encoding ICCV 2025
Vision-Language Models Can't See the Obvious ICCV 2025
TIP-I2V: A Million-Scale Real Text and Image Prompt Dataset for Image-to-Video Generation ICCV 2025
Multi-Schema Proximity Network for Composed Image Retrieval ICCV 2025
PS3: A Multimodal Transformer Integrating Pathology Reports with Histology Images and Biological Pathways for Cancer Survival Prediction ICCV 2025
Advancing Sentiment Analysis in Tamil-English Code-Mixed Texts: Challenges and Transformer-Based Solutions NAACL 2025
VLG-BERT: Towards Better Interpretability in LLMs through Visual and Linguistic Grounding NAACL 2025
UoR-NCL at SemEval-2025 Task 1: Using Generative LLMs and CLIP Models for Multilingual Multimodal Idiomaticity Representation SEMEVAL 2025
AIMA at SemEval-2025 Task 1: Bridging Text and Image for Idiomatic Knowledge Extraction via Mixture of Experts SEMEVAL 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
DocLLM: A Layout-Aware Generative Language Model for Multimodal Document Understanding ACL 2024
Peacock: A Family of Arabic Multimodal Large Language Models and Benchmarks ACL 2024
MM-SOC: Benchmarking Multimodal Large Language Models in Social Media Platforms ACL 2024
Image-Text Co-Decomposition for Text-Supervised Semantic Segmentation CVPR 2024
Prompt-Free Diffusion: Taking "Text" out of Text-to-Image Diffusion Models CVPR 2024
Linguistic-Aware Patch Slimming Framework for Fine-grained Cross-Modal Alignment CVPR 2024
Nebula: A discourse aware Minecraft Builder EMNLP 2024
Exploring the Potential of Multimodal LLM with Knowledge-Intensive Multimodal ASR EMNLP 2024
Multilingual Synopses of Movie Narratives: A Dataset for Vision-Language Story Understanding EMNLP 2024
Improving Vision-and-Language Reasoning via Spatial Relations Modeling WACV 2024
CLIP-DIY: CLIP Dense Inference Yields Open-Vocabulary Semantic Segmentation For-Free WACV 2024
Coupling Artificial Neurons in BERT and Biological Neurons in the Human Brain AAAI 2023
CIF-PT: Bridging Speech and Text Representations for Spoken Language Understanding via Continuous Integrate-and-Fire Pre-Training ACL 2023