Papers
mmE5: Improving Multimodal Multilingual Embeddings via High-quality Synthetic Data
Haonan Chen, Liang Wang, Nan Yang et al.
MMEvol: Empowering Multimodal Large Language Models with Evol-Instruct
Run Luo, Haonan Zhang, Longze Chen et al.
MMInA: Benchmarking Multihop Multimodal Internet Agents
Shulin Tian, Ziniu Zhang, Liangyu Chen et al.
MMLU-CF: A Contamination-free Multi-task Language Understanding Benchmark
Qihao Zhao, Yangyu Huang, Tengchao Lv et al.
MMMU-Pro: A More Robust Multi-discipline Multimodal Understanding Benchmark
Xiang Yue, Tianyu Zheng, Yuansheng Ni et al.
MM-R3: On (In-)Consistency of Vision-Language Models (VLMs)
Shih-Han Chou, Shivam Chandhok, Jim Little et al.
MMRC: A Large-Scale Benchmark for Understanding Multimodal Large Language Model in Real-World Conversation
Haochen Xue, Feilong Tang, Ming Hu et al.
MMRefine: Unveiling the Obstacles to Robust Refinement in Multimodal Large Language Models
Gio Paik, Geewook Kim, Jinbae Im
MMSciBench: Benchmarking Language Models on Chinese Multimodal Scientific Problems
Xinwu Ye, Chengfan Li, Siming Chen et al.
MMS-LLaMA: Efficient LLM-based Audio-Visual Speech Recognition with Minimal Multimodal Speech Tokens
Jeong Hun Yeo, Hyeongseop Rha, Se Jin Park et al.
MMUnlearner: Reformulating Multimodal Machine Unlearning in the Era of Multimodal Large Language Models
Jiahao Huo, Yibo Yan, Xu Zheng et al.
MM-Verify: Enhancing Multimodal Reasoning with Chain-of-Thought Verification
Linzhuang Sun, Hao Liang, Jingxuan Wei et al.
MMXU: A Multi-Modal and Multi-X-ray Understanding Dataset for Disease Progression
Linjie Mu, Zhongzhen Huang, Shengqian Qin et al.
MobiLoRA: Accelerating LoRA-based LLM Inference on Mobile Devices via Context-aware KV Cache Optimization
Borui Li, Yitao Wang, Haoran Ma et al.
MockConf: A Student Interpretation Dataset: Analysis, Word- and Span-level Alignment and Baselines
Dávid Javorský, Ondřej Bojar, François Yvon
MoC: Mixtures of Text Chunking Learners for Retrieval-Augmented Generation System
Jihao Zhao, Zhiyuan Ji, Zhaoxin Fan et al.
Modal Dependency Parsing via Biaffine Attention with Self-Loop
Jayeol Chun, Nianwen Xue
Modality-Aware Neuron Pruning for Unlearning in Multimodal Large Language Models
Zheyuan Liu, Guangyao Dou, Xiangchi Yuan et al.
Model-Dependent Moderation: Inconsistencies in Hate Speech Detection Across LLM-based Systems
Neil Fasching, Yphtach Lelkes
Model Extrapolation Expedites Alignment
Chujie Zheng, Ziqi Wang, Heng Ji et al.
Modeling Background Knowledge with Frame Semantics for Fine-grained Sentiment Classification
Muhammad Okky Ibrohim, Valerio Basile, Danilo Croce et al.
Modeling Complex Semantics Relation with Contrastively Fine-Tuned Relational Encoders
Naïm Es-sebbani, Esteban Marquer, Zied Bouraoui
Modeling the Evolution of English Noun Compounds with Feature-Rich Diachronic Compositionality Prediction
Filip Miletić, Sabine Schulte im Walde
Modeling the One-to-Many Property in Open-Domain Dialogue with LLMs
Jing Yang Lee, Kong Aik Lee, Woon-Seng Gan
Modeling Uncertainty in Composed Image Retrieval via Probabilistic Embeddings
Haomiao Tang, Jinpeng Wang, Yuang Peng et al.