| 2025 | Boundary Matters: Leveraging Structured Text Plots for Long Text Outline Generation. | Yuanchi Ma, Jiamou Liu, Hui He, Libo Zhang, Haoyuan Li, Zhendong Niu |
| 2025 | SMART: Scalable Multilingual Approach for a Robust TOD System. | Karan Malhotra, Arihant Jain, Purav Aggarwal, Anoop Saladi |
| 2025 | Learning from Few Samples: A Novel Approach for High-Quality Malcode Generation. | Haijian Ma, Daizong Liu, Xiaowen Cai, Pan Zhou, Yulai Xie |
| 2025 | AcT2I: Evaluating and Improving Action Depiction in Text-to-Image Models. | Vatsal Malaviya, Agneet Chatterjee, Maitreya Patel, Yezhou Yang, Chitta Baral |
| 2025 | You Are What You Train: Effects of Data Composition on Training Context-aware Machine Translation Models. | Pawel Maka, Yusuf Can Semerci, Jan Scholtes, Gerasimos Spanakis |
| 2025 | Not Your Typical Government Tipline: LLM-Assisted Routing of Environmental Protection Agency Citizen Tips. | Sharanya Majumder, Zehua Li, Derek Ouyang, Kit T. Rodolfa, Elena Eneva, Julian Nyarko, Daniel E. Ho |
| 2025 | Can LLMs Generate and Solve Linguistic Olympiad Puzzles? | Neh Majmudar, Elena Filatova |
| 2025 | DRISHTIKON: A Multimodal Multilingual Benchmark for Testing Language Models' Understanding on Indian Culture. | Arijit Maji, Raghvendra Kumar, Akash Ghosh, Anushka, Nemil Shah, Abhilekh Borah, Vanshika Shah, Nishant Mishra, Sriparna Saha |
| 2025 | Supervised Attention Mechanism for Low-quality Multimodal Data. | Sijie Mai, Shiqin Han, Haifeng Hu |
| 2025 | PrAd: Prompt Adaptive Tuning for Decoder-only Language Models. | Youneng Ma, Junyi He, Haojun Fei |
| 2025 | From Charts to Fair Narratives: Uncovering and Mitigating Geo-Economic Biases in Chart-to-Text. | Ridwan Mahbub, Mohammed Saidul Islam, Mir Tafseer Nayeem, Md. Tahmid Rahman Laskar, Mizanur Rahman, Shafiq Joty, Enamul Hoque |
| 2025 | Cacheback: Speculative Decoding With Nothing But Cache. | Zhiyao Ma, In Gim, Lin Zhong |
| 2025 | Scalable and Culturally Specific Stereotype Dataset Construction via Human-LLM Collaboration. | Weicheng Ma, John J. Guerrerio, Soroush Vosoughi |
| 2025 | Embedding-Free RAG. | Jessica Maghakian, Raunak Sinha, Max Schettewi, Gunkirat Kaur |
| 2025 | Recall with Reasoning: Chain-of-Thought Distillation for Mamba's Long-Context Memory and Extrapolation. | Jun-Yu Ma, Tianqing Fang, Zhisong Zhang, Hongming Zhang, Haitao Mi, Dong Yu |
| 2025 | PhonoThink: Improving Large Language Models' Reasoning on Chinese Phonological Ambiguities. | Jianfei Ma, Zhaoxin Feng, Emmanuele Chersoni, Huacheng Song, Ziqi Zhang |
| 2025 | Agent Trading Arena: A Study on Numerical Understanding in LLM-Based Agents. | Tianmi Ma, Jiawei Du, Wenxin Huang, Wenjie Wang, Liang Xie, Xian Zhong, Joey Tianyi Zhou |
| 2025 | STARQA: A Question Answering Dataset for Complex Analytical Reasoning over Structured Databases. | Mounica Maddela, Lingjue Xie, Daniel Preotiuc-Pietro, Mausam |
| 2025 | Pruning the Paradox: How CLIP's Most Informative Heads Enhance Performance While Amplifying Bias. | Avinash Madasu, Vasudev Lal, Phillip Howard |
| 2025 | ESC-Judge: A Framework for Comparing Emotional Support Conversational Agents. | Navid Madani, Rohini K. Srihari |
| 2025 | Astra: Efficient Transformer Architecture and Contrastive Dynamics Learning for Embodied Instruction Following. | Yueen Ma, Dafeng Chi, Shiguang Wu, Yuecheng Liu, Yuzheng Zhuang, Irwin King |
| 2025 | Large Language Models Meet Knowledge Graphs for Question Answering: Synthesis and Opportunities. | Chuangtao Ma, Yongrui Chen, Tianxing Wu, Arijit Khan, Haofen Wang |
| 2025 | Large Language Models Do Multi-Label Classification Differently. | Marcus Ma, Georgios Chochlakis, Niyantha Maruthu Pandiyan, Jesse Thomason, Shrikanth Narayanan |
| 2025 | MathTutorBench: A Benchmark for Measuring Open-ended Pedagogical Capabilities of LLM Tutors. | Jakub Macina, Nico Daheim, Ido Hakimi, Manu Kapur, Iryna Gurevych, Mrinmaya Sachan |
| 2025 | LegoSLM: Connecting LLM with Speech Encoder using CTC Posteriors. | Rao Ma, Tongzhou Chen, Kartik Audhkhasi, Bhuvana Ramabhadran |