| 2026 | IREKIER: An Easy Read Corpus for Basque and Spanish. | Jesus Calleja, Thierry Etchegoyhen |
| 2026 | Relation Extraction across Entire Books to Reconstruct Community Networks: The AffilKG Datasets. | Erica Cai, Sean McQuade, Kevin Young, Brendan T. O'Connor |
| 2026 | Selective Augmentation: Improving Universal Automatic Phonetic Transcription via G2P Bootstrapping. | Tobias Bystrich, Julia Maria Pritzen, Christoph Andreas Schmidt, Claudia Wich-Reif |
| 2026 | A Dutch Benchmark to Assess Social Bias in LLMs within a Hiring Decision Setting. | Renate Burema, Anne Schuth, Christopher Spelt, Dong Nguyen |
| 2026 | Context Is (Almost) Everything: Llama-3 on Structured Output and AMR Parsing. | Maja Buljan, Stephan Oepen, Lilja vrelid |
| 2026 | Meenz bleibt Meenz, but Large Language Models Do Not Speak Its Dialect. | Minh Duc Bui, Manuel Mager, Peter Herbert Kann, Katharina von der Wense |
| 2026 | ACLBot: A Knowledge Graph-Driven Assistant for ACL Anthology Research. | Jan Buchmann, Steven J. Lynden, Kristiina Jokinen |
| 2026 | More than "Oh": Grounding Observable Events with Grunts in Multimodal Dialogue. | Richard Brutti, James Pustejovsky |
| 2026 | MaritimEmails: A Synthetic Dataset for Maritime Chartering Correspondence. | Kevin Brndler, Simon Clematide |
| 2026 | Talk2Ref: A Dataset for Reference Prediction from Scientific Talks. | Frederik Yannick Broy, Maike Zfle, Jan Niehues |
| 2026 | Towards Complex Debate Understanding: Predicting Claim Impact Scores through the Modelling of Claim Interactions. | Maxime Brouat, Mihai Surdeanu, Srdjan Vesic, Eduardo Blanco |
| 2026 | ToxSyn-PT: A Synthetic Fine-Grained Dataset of Minority-Targeted Toxic Language in Portuguese. | Iago Alves Brito, Julia Soares Dollis, Fernanda Bufon Frber, Diogo Fernandes, Arlindo R. Galvo Filho |
| 2026 | Investigating Proactivity in Multimodal Task-Guidance Dialogues. | Sofia Brenna, Elisabetta Jezek, Matthias Kraus, Bernardo Magnini |
| 2026 | Creating Task-Specific Speech Recognition Datasets from Scratch for Low-Resource Languages: Assessing the Impact of Token Sequence Overlap. | Adwoa Asantewaa Bremang, Dennis Asamoah Owusu, Victor Kow Quagraine, Leanne M. M. Annor-Adjaye |
| 2026 | FactOReS: Fact-checking with an Evidence-based Open Resource in Spanish. | Nagore Bravo, Jaione Bengoetxea, Iker Garca-Ferrero, Alba Bonet-Jover, Estela Saquete, Rodrigo Agerri |
| 2026 | The PARLO Dementia Corpus: A German Multi-Center Resource for Alzheimer's Disease. | Franziska Braun, Christopher Witzl, Florian Hnig, Elmar Nth, Tobias Bocklet, Korbinian Riedhammer |
| 2026 | The Chronicles of RiDiC: Generating Datasets with Controlled Popularity Distribution for Long-form Factuality Evaluation. | Pavel Braslavski, Dmitrii Iarosh, Nikita Sergeevich Sushko, Andrey Sakhovskiy, Vasily Konovalov, Elena Tutubalina, Alexander Panchenko |
| 2026 | Multi-SimLex for Dutch: Benchmarking Embedding- and Prompt-Based Model Performance on Semantic Similarity. | Lizzy Brans, Jelke Bloem |
| 2026 | Sovereign AI-based Public Services Are Viable and Affordable. | Antnio Branco, Luis M. S. Gomes, Rodrigo Santos, Eduardo Santos, Joo Ricardo Silva, Nuno Marques, Madalena Rodrigues |
| 2026 | SommBench: Assessing Sommelier Expertise of Language Models. | William Brach, Tomas Bedej, Jacob Nielsen, Jacob Pichna, Juraj Bedej, Eemeli Saarensilta, Julie Dupouy, Gianluca Barmina, Andrea Blasi Nez, Peter Schneider-Kamp, Kristin Kostl, Michal Ries, Lukas Galke Poech |
| 2026 | SloPal: A 60-Million-Word Slovak Parliamentary Corpus with Aligned Speech and Fine-Tuned ASR Models. | Erik Bozk, Marek Suppa |
| 2026 | WhiteHouse: Translation of the Casablanca Corpus for Multi-dialectal Arabic Speech Translation. | Fethi Bougares, Salima Mdhaffar, Yannick Estve |
| 2026 | A Multilingual Human Annotated Corpus of Original and Easy-to-Read Texts to Support Access to Democratic Participatory Processes. | Stefan Bott, Verena Riegler, Horacio Saggion, Almudena Rascn Alcaina, Nouran Khallaf |
| 2026 | Voices and Echoes in Fictional Dialogue: A Study of Linguistic Coordination in Literary Texts. | Ioana-Roxana Boriceanu, Alina Iacob, Liviu P. Dinu |
| 2026 | The Swedish Parliamentary Motions Corpus 1867-2024. | Robert Borges, Fredrik Mohammadi Norn, Lotta berg Brorsson, Vin Yrjninen, Hanna Bck, Robert Klemmensen, Mns Magnusson |