| 2025 | Building Trust in Clinical LLMs: Bias Analysis and Dataset Transparency. | Svetlana Maslenkova, Clment Christophe, Marco AF Pimentel, Tathagata Raha, Muhammad Umar Salman, Ahmed Al-Mahrooqi, Avani Gupta, Shadab Khan, Ronnie Rajan, Praveen K. Kanithi |
| 2025 | Benchmarking Large Language Models for Cryptanalysis and Side-Channel Vulnerabilities. | Utsav Maskey, Chencheng Zhu, Usman Naseem |
| 2025 | Detecting Continuously Evolving Scam Calls under Limited Annotation: A LLM-Augmented Expert Rule Framework. | Haoyu Ma, Qinliang Su, Minhua Huang, Wu Kai |
| 2025 | Exploring Paraphrasing Strategies for CEFR A1-Level Constraints in LLMs. | Eugenio Marzona, Maria Goikhman, Alessio Palmero Aprosio, Massimo Zancanaro |
| 2025 | Pico: A Modular Framework for Hypothesis-Driven Small Language Model Research. | Richard Diehl Martinez, David Demitri Africa, Yuval Weiss, Suchir Salhan, Ryan K. Daniels, Paula Buttery |
| 2025 | xCoRe: Cross-context Coreference Resolution. | Giuliano Martinelli, Bruno Gatti, Roberto Navigli |
| 2025 | SEKE: Specialised Experts for Keyword Extraction. | Matej Martinc, Tran Thi Hong Hanh, Senja Pollak, Boshko Koloski |
| 2025 | Minimal Ranks, Maximum Confidence: Parameter-efficient Uncertainty Quantification for LoRA. | Patryk Marszalek, Klaudia Balazy, Jacek Tabor, Tomasz Kusmierczyk |
| 2025 | Leveraging LLMs to Streamline the Review of Public Funding Applications. | Joo D. S. Marques, Andr V. Duarte, Andr Mendes Marques de Carvalho, Gil Rocha, Bruno Martins, Arlindo L. Oliveira |
| 2025 | Explicit Learning and the LLM in Machine Translation. | Malik Marmonier, Rachel Bawden, Benot Sagot |
| 2025 | FactReasoner: A Probabilistic Approach to Long-Form Factuality Assessment for Large Language Models. | Radu Marinescu, Debarun Bhattacharjya, Junkyu Lee, Tigran T. Tchrakian, Javier Carnerero-Cano, Yufang Hou, Elizabeth M. Daly, Alessandra Pascale |
| 2025 | LLM-Independent Adaptive RAG: Let the Question Speak for Itself. | Maria Marina, Nikolay Ivanov, Sergey Pletenev, Mikhail Salnikov, Daria Galimzianova, Nikita Krayko, Vasily Konovalov, Alexander Panchenko, Viktor Moskvoretskii |
| 2025 | Morables: A Benchmark for Assessing Abstract Moral Reasoning in LLMs with Fables. | Matteo Marcuzzo, Alessandro Zangari, Andrea Albarelli, Jos Camacho-Collados, Mohammad Taher Pilehvar |
| 2025 | Universal Acoustic Adversarial Attacks for Flexible Control of Speech-LLMs. | Rao Ma, Mengjie Qian, Vyas Raina, Mark J. F. Gales, Kate M. Knill |
| 2025 | DeepResonance: Enhancing Multimodal Music Understanding via Music-centric Multi-way Instruction Tuning. | Zhuoyuan Mao, Mengjie Zhao, Qiyu Wu, Hiromi Wakaki, Yuki Mitsufuji |
| 2025 | Multilingual Knowledge Graph Completion via Efficient Multilingual Knowledge Sharing. | Cunli Mao, Xiaofei Gao, Ran Song, Shizhu He, Shengxiang Gao, Kang Liu, Zhengtao Yu |
| 2025 | DMDTEval: An Evaluation and Analysis of LLMs on Disambiguation in Multi-domain Translation. | Zhibo Man, Yuanmeng Chen, Yujie Zhang, Jinan Xu |
| 2025 | I-GUARD: Interpretability-Guided Parameter Optimization for Adversarial Defense. | Mamta Mamta, Oana Cocarascu |
| 2025 | PsyScam: A Benchmark for Psychological Techniques in Real-World Scams. | Shang Ma, Tianyi Ma, Jiahao Liu, Wei Song, Zhenkai Liang, Xusheng Xiao, Yanfang Ye |
| 2025 | All for One: LLMs Solve Mental Math at the Last Token With Information Transferred From Other Tokens. | Siddarth Mamidanna, Daking Rai, Ziyu Yao, Yilun Zhou |
| 2025 | Memorization ≠ Understanding: Do Large Language Models Have the Ability of Scenario Cognition? | Boxiang Ma, Ru Li, Yuanlong Wang, Hongye Tan, Xiaoli Li |
| 2025 | Boosting Multi-modal Keyphrase Prediction with Dynamic Chain-of-Thought in Vision-Language Models. | Qihang Ma, Shengyu Li, Jie Tang, Dingkang Yang, Chenshaodong, Yingyi Zhang, Chao Feng, Ran Jiao |
| 2025 | Explaining Differences Between Model Pairs in Natural Language through Sample Learning. | Advaith Malladi, Rakesh R. Menon, Yuvraj Jain, Shashank Srivastava |
| 2025 | Are LLMs Empathetic to All? Investigating the Influence of Multi-Demographic Personas on a Model's Empathy. | Ananya Malik, Nazanin Sabri, Melissa Karnaze, Mai ElSherief |
| 2025 | Who Speaks Matters: Analysing the Influence of the Speaker's Linguistic Identity on Hate Classification. | Ananya Malik, Kartik Sharma, Shaily Bhatt, Lynnette Hui Xian Ng |