Papers
Mitigating Open-Vocabulary Caption Hallucinations
Assaf Ben-Kish, Moran Yanuka, Morris Alper et al.
Mitigating the Alignment Tax of RLHF
Yong Lin, Hangyu Lin, Wei Xiong et al.
Mitigating the Impact of Reference Quality on Evaluation of Summarization Systems with Reference-Free Metrics
Théo Gigant, Camille Guinaudeau, Marc Decombas et al.
Mitigating the Language Mismatch and Repetition Issues in LLM-based Machine Translation via Model Editing
Weichuan Wang, Zhaoyi Li, Defu Lian et al.
Mitigating the Linguistic Gap with Phonemic Representations for Robust Cross-lingual Transfer
Haeji Jung, Changdae Oh, Jooeon Kang et al.
Mitigating Training Imbalance in LLM Fine-Tuning via Selective Parameter Merging
Yiming Ju, Ziyi Ni, Xingrun Xing et al.
MiTTenS: A Dataset for Evaluating Gender Mistranslation
Kevin Robinson, Sneha Kudugunta, Romina Stella et al.
Mixed Distillation Helps Smaller Language Models Reason Better
Chenglin Li, Qianglong Chen, Liangyue Li et al.
Mixed-Session Conversation with Egocentric Memory
Jihyoung Jang, Taeyoung Kim, Hyounghun Kim
MixGR: Enhancing Retriever Generalization for Scientific Domain through Complementary Granularity
Fengyu Cai, Xinran Zhao, Tong Chen et al.
Mixture of Diverse Size Experts
Manxi Sun, Wei Liu, Jian Luan et al.
Mixture-of-Modules: Reinventing Transformers as Dynamic Assemblies of Modules
Zhuocheng Gong, Ang Lv, Jian Guan et al.
Mixture-of-Skills: Learning to Optimize Data Usage for Fine-Tuning Large Language Models
Minghao Wu, Thuy-Trang Vu, Lizhen Qu et al.
Mixture-of-Subspaces in Low-Rank Adaptation
Taiqiang Wu, Jiahao Wang, Zhe Zhao et al.
MLissard: Multilingual Long and Simple Sequential Reasoning Benchmarks
Mirelle Candida Bueno, Roberto Lotufo, Rodrigo Frassetto Nogueira
MLLM-Protector: Ensuring MLLM’s Safety without Hurting Performance
Renjie Pi, Tianyang Han, Jianshu Zhang et al.
MLT-DR: Multi-Lingual/Task Demonstration RetrievalAn Attempt towards Generalized Retriever for In-Context Learning
Kazuma Hashimoto, Arjun Reddy Akula, Karthik Raman et al.
MMAR: Multilingual and Multimodal Anaphora Resolution in Instructional Videos
Cennet Oguz, Pascal Denis, Simon Ostermann et al.
MM-ChatAlign: A Novel Multimodal Reasoning Framework based on Large Language Models for Entity Alignment
Xuhui Jiang, Yinghan Shen, Zhichao Shi et al.
MMCode: Benchmarking Multimodal Large Language Models for Code Generation with Visually Rich Programming Problems
Kaixin Li, Yuchen Tian, Qisheng Hu et al.
MMedAgent: Learning to Use Medical Tools with Multi-modal Agent
Binxu Li, Tiankai Yan, Yuanting Pan et al.
MMLU-SR: A Benchmark for Stress-Testing Reasoning Capability of Large Language Models
Wentian Wang, Sarthak Jain, Paul Kantor et al.
MM-MATH: Advancing Multimodal Math Evaluation with Process Evaluation and Fine-grained Classification
Kai Sun, Yushi Bai, Ji Qi et al.
MMNeuron: Discovering Neuron-Level Domain-Specific Interpretation in Multimodal Large Language Model
Jiahao Huo, Yibo Yan, Boren Hu et al.
MMoE: Enhancing Multimodal Models with Mixtures of Multimodal Interaction Experts
Haofei Yu, Zhengyang Qi, Lawrence Keunho Jang et al.