Papers
MLAlgo-Bench: Can Machines Implement Machine Learning Algorithms?
Yunfei Wang, Yeqin Zhang, Yuyang Wu et al.
M-LongDoc: A Benchmark For Multimodal Super-Long Document Understanding And A Retrieval-Aware Tuning Framework
Yew Ken Chia, Liying Cheng, Hou Pong Chan et al.
ML-Promise: A Multilingual Dataset for Corporate Promise Verification
Yohei Seki, Hakusen Shu, Anaïs Lhuissier et al.
MLWQ: Efficient Small Language Model Deployment via Multi-Level Weight Quantization
Chun Hu, Junhui He, Shangyu Wu et al.
MMA: Cross-Domain Knowledge Integration via Mixture of Multi-Domain Agents
Kehang Jia, Juntao Li, Xiaobo Liang et al.
MMAG: Multimodal Learning for Mucus Anomaly Grading in Nasal Endoscopy via Semantic Attribute Prompting
Xinpan Yuan, Mingzhu Huang, Liujie Hua et al.
MMAPG: A Training-Free Framework for Multimodal Multi-hop Question Answering via Adaptive Planning Graphs
Yiheng Hu, Xiaoyang Wang, Qing Liu et al.
MM-CRITIC: A Holistic Evaluation of Large Multimodal Models as Multimodal Critique
Gailun Zeng, Ziyang Luo, Hongzhan Lin et al.
MMDocIR: Benchmarking Multimodal Retrieval for Long Documents
Kuicai Dong, Yujing Chang, Derrick Goh Xin Deik et al.
MMLU-ProX: A Multilingual Benchmark for Advanced Large Language Model Evaluation
Weihao Xuan, Rui Yang, Heli Qi et al.
MMPlanner: Zero-Shot Multimodal Procedural Planning with Chain-of-Thought Object State Reasoning
Afrina Tabassum, Bin Guo, Xiyao Ma et al.
“Mm, Wat?” Detecting Other-initiated Repair Requests in Dialogue
Anh Ha Ngo, Nicolas Rollet, Catherine Pelachaud et al.
MobileA3gent: Training Mobile GUI Agents Using Decentralized Self-Sourced Data from Diverse Users
WenHao Wang, Mengying Yuan, Zijie Yu et al.
MobiZO: Enabling Efficient LLM Fine-Tuning at the Edge via Inference Engines
Lei Gao, Amir Ziashahabi, Yue Niu et al.
MOCHA: Are Code Language Models Robust Against Multi-Turn Malicious Coding Prompts?
Muntasir Wahed, Xiaona Zhou, Kiet A. Nguyen et al.
ModalPrompt: Towards Efficient Multimodal Continual Instruction Tuning with Dual-Modality Guided Prompt
Fanhu Zeng, Fei Zhu, Haiyang Guo et al.
Model-based Large Language Model Customization as Service
Zhaomin Wu, Jizhou Guo, Junyi Hou et al.
Model-Based Ranking of Source Languages for Zero-Shot Cross-Lingual Transfer
Abteen Ebrahimi, Adam Wiemerslage, Katharina von der Wense
Model Calibration for Emotion Detection
Mihaela Petre-Vlad, Cornelia Caragea, Florentina Hristea
ModelCitizens: Representing Community Voices in Online Safety
Ashima Suvarna, Christina A Chance, Karolina Naranjo et al.
Model Consistency as a Cheap yet Predictive Proxy for LLM Elo Scores
Ashwin Ramaswamy, Nestor Demeure, Ermal Rrapaj
ModelingAgent: Bridging LLMs and Mathematical Modeling for Real-World Challenges
Cheng Qian, Hongyi Du, Hongru Wang et al.
Modeling Bottom-up Information Quality during Language Processing
Cui Ding, Yanning Yin, Lena Ann Jäger et al.
Modeling, Evaluating, and Embodying Personality in LLMs: A Survey
Iago Alves Brito, Julia Soares Dollis, Fernanda Bufon Färber et al.
Modeling Language Learning in Corrective Feedback Interactions
Juan Luis Castro-Garcia, Parisa Kordjamshidi