| 2026 | SETUP: Sentence-level English-To-Uniform Meaning Representation Parser. | Emma Markle, Javier Gutierrez Bach, Shira Wein |
| 2026 | Mind the Language Gap: Assessing LLM Safety in Italian. | Elena Marafatto, Roberto Navigli |
| 2026 | Bidirectional Chinese and English Passive Sentences Dataset for Machine Translation. | Xinyue Ma, Pol Pastells, Mireia Farrs, Mariona Taul |
| 2026 | The Evolution of Philosophy: A Metaphorical Cognition Perspective. | Rui Mao, Dapeng Chen, Zihao Huang, Xulang Zhang, Erik Cambria |
| 2026 | A Computational Diachronic Analysis of Gen Z Mental Health Discourse: A Large-scale Reddit Corpus Study from Pre- to Post-COVID. | Felix Mao |
| 2026 | A Corpus-Based Profiling of Regional English Variants in Global Media: Insights from Olympic Journalism. | Felix Mao |
| 2026 | Is Biomedical Specialization Still Worth It? Insights from Domain-Adaptive Language Modelling with a New French Health Corpus. | Aidan Mannion, Ccile Macaire, Armand Violle, Stphane Ohayon, Xavier Tannier, Didier Schwab, Lorraine Goeuriot, Franois Portet |
| 2026 | Gender Disambiguation in Machine Translation: Diagnostic Evaluation in Decoder-Only Architectures. | Chiara Manna, Hosein Mohebbi, Afra Alishahi, Frdric Blain, Eva Vanmassenhove |
| 2026 | MindSET: Advancing Mental Health Benchmarking through Large-Scale Social Media Data. | Saad Mankarious, Edward Kempa, Daniel Wiechmann, Elma Kerz, Yu Qiao, Ayah Zirikly |
| 2026 | Structured Prompting for Arabic Essay Proficiency: A Trait-Centric Evaluation Approach. | Salim Al Mandhari, Hieu Pham Dinh, Mo El-Haj, Paul Rayson |
| 2026 | DREAM: A Multicultural Multimodal Dataset Linking Dialogues and Realistic Image Sequences. | Juan Mallo, Marcos Estecha-Garitagoitia, Ricardo de Crdoba, Luis Fernando D'Haro |
| 2026 | Exploring the Transfer of Irony Explanation Generation from English to Dutch. | Aaron Maladry, Els Lefever, Cynthia Van Hee, Vronique Hoste |
| 2026 | From Rosetta to Match-Up: A Paired Corpus of Linguistic Puzzles with Human and LLM Benchmarks. | Neh Majmudar, Anne Huang, Jinfan Frank Hu, Elena Filatova |
| 2026 | CommonMorph: Participatory Morphological Documentation Platform. | Aso Mahmudi, Sina Ahmadi, Kemal Kurniawan, Rico Sennrich, Eduard H. Hovy, Ekaterina Vylomova |
| 2026 | Improving Multilingual Language Models by Aligning Representations through Steering. | Omar Mohamed Mahmoud, Buddhika Laknath Semage, Thommen George Karimpanal, Santu Rana |
| 2026 | AgriChain: Visually-Grounded Expert-Verified Reasoning for Interpretable Agricultural Vision-Language Models. | Hazza Mahmood, Yongqiang Yu, Rao Muhammad Anwer |
| 2026 | Augmenting LLM Reasoning with Dynamic Notes Writing for Complex MultiHop QA. | Rishabh Maheshwary, Masoud Hashemi, Khyati Mahajan, Shiva Krishna Reddy Malay, Sai Rajeswar Mudumba, Sathwik Tejaswi Madhusudhan, Spandana Gella, Vikas Yadav |
| 2026 | Evaluating the Impact of Source Diversity for RAG in Historical Research. | Ruhi Mahadeshwar, Andreas van Cranenburgh, Tommaso Caselli, Malvina Nissim |
| 2026 | MAD: A Corpus of Multilingual Argumentative Deliberation. | Eimear Maguire, Ella Schad, Jacky Visser, Chris Reed, John Lawrence |
| 2026 | IHPP: A Paragraph-Level Dataset for Investigating the Pragmatics of Hyperpartisan Italian News. | Michele Joshua Maggini, Davide Bassi, Angelo Valente, Gal Dias, Pablo Gamallo |
| 2026 | Parallel Corpus Filtering Based on Semantic Similarity and Surface Dissimilarity for Japanese Text Simplification with LLMs. | Daisuke Maekawa, Tomoyuki Kajiwara, Takashi Ninomiya |
| 2026 | Investigating Memorization in Language Models Trained via Knowledge Distillation. | Maarten Mcking, Michaela Regneri |
| 2026 | Variation Is the Norm: Embracing Sociolinguistics in NLP. | Anne-Marie Lutgen, Alistair Plum, Verena Blaschke, Barbara Plank, Christoph Purschke |
| 2026 | Sanskrit Travelogue: A Large-Scale Unified and Annotated Corpus of Sanskrit Texts. | Giacomo De Luca, Danilo Croce, Roberto Basili |
| 2026 | Explainable Semantic Textual Similarity via Dissimilar Span Detection. | Diego Miguel Lozano, Daryna Dementieva, Alexander Fraser |