Papers
MULBERE: Multilingual Jailbreak Robustness Using Targeted Latent Adversarial Training
Anastasia Dunca, Maanas Kumar Sharma, Olivia Munoz et al.
Multi2: Multi-Agent Test-Time Scalable Framework for Multi-Document Processing
Juntai Cao, Xiang Zhang, Raymond Li et al.
Multi-Agent Autonomous Driving Systems with Large Language Models: A Survey of Recent Advances, Resources, and Future Directions
Yaozu Wu, Dongyuan Li, Yankai Chen et al.
MultiAgentESC: A LLM-based Multi-Agent Collaboration Framework for Emotional Support Conversation
Yangyang Xu, Jinpeng Hu, Zhuoer Zhao et al.
MultiClaimNet: A Massively Multilingual Dataset of Fact-Checked Claim Clusters
Rrubaa Panchendrarajan, Rubén Míguez Pérez, Arkaitz Zubiaga
MultiConIR: Towards Multi-Condition Information Retrieval
Xuan Lu, Sifan Liu, Bochao Yin et al.
MultiDocFusion : Hierarchical and Multimodal Chunking Pipeline for Enhanced RAG on Long Industrial Documents
Joongmin Shin, Chanjun Park, Jeongbae Park et al.
Multi-Document Event Extraction Using Large and Small Language Models
Qingkai Min, Zitian Qu, Qipeng Guo et al.
Multi-Domain Explainability of Preferences
Nitay Calderon, Liat Ein-Dor, Roi Reichart
Multifaceted Evaluation of Audio-Visual Capability for MLLMs: Effectiveness, Efficiency, Generalizability and Robustness
Yusheng Zhao, Xiao Luo, Junyu Luo et al.
Multi-Frequency Contrastive Decoding: Alleviating Hallucinations for Large Vision-Language Models
Bingqian Liu, Fu Zhang, Guoqing Chen et al.
MULTIGUARD: An Efficient Approach for AI Safety Moderation Across Languages and Modalities
Sahil Verma, Keegan Hines, Jeff Bilmes et al.
MultiLingPoT: Boosting Mathematical Reasoning in LLMs through Multilingual Program Integration
Nianqi Li, Zujie Liang, Siyu Yuan et al.
Multilingual Collaborative Defense for Large Language Models
Hongliang Li, Jinan Xu, Gengping Cui et al.
Multilingual Data Filtering using Synthetic Data from Large Language Models
Jonas Waldendorf, Barry Haddow, Alexandra Birch et al.
Multilingual Datasets for Custom Input Extraction and Explanation Requests Parsing in Conversational XAI Systems
Qianli Wang, Tatiana Anikina, Nils Feldhus et al.
Multilingual Dialogue Generation and Localization with Dialogue Act Scripting
Justin Vasselli, Eunike Andriani Kardinata, Yusuke Sakai et al.
Multilingual Federated Low-Rank Adaptation for Collaborative Content Anomaly Detection across Multilingual Social Media Participants
Jiaxin Li, Geng Zhao, Xiaoci Zhang
Multilingual Generative Retrieval via Cross-lingual Semantic Compression
Yuxin Huang, Simeng Wu, Ran Song et al.
Multilinguality Does not Make Sense: Investigating Factors Behind Zero-Shot Cross-Lingual Transfer in Sense-Aware Tasks
Roksana Goworek, Haim Dubossarsky
Multilingual Knowledge Graph Completion via Efficient Multilingual Knowledge Sharing
Cunli Mao, Xiaofei Gao, Ran Song et al.
Multilingual Language Model Pretraining using Machine-translated Data
Jiayi Wang, Yao Lu, Maurice Weber et al.