| 2025 | ACL | Adverse Event Extraction from Discharge Summaries: A New Dataset, Annotation Scheme, and Initial Findings. | Imane Guellil, Salom Andres, Atul Anand, Bruce Guthrie, Huayu Zhang, Abul Hasan, Honghan Wu, Beatrice Alex |
| 2025 | CHI | Investigating the Capabilities and Limitations of Machine Learning for Identifying Bias in English Language Data with Information and Heritage Professionals. | Lucy Havens, Benjamin Bach, Melissa Terras, Beatrice Alex |
| 2025 | COLING | Synthesising a Corpus of Gaelic Traditional Narrative with Cross-Lingual Text Expansion. | William Lamb, Dongge Han, Ondrej Klejch, Beatrice Alex, Peter Bell |
| 2025 | EMNLP | DeCoRe: Decoding by Contrasting Retrieval Heads to Mitigate Hallucinations. | Aryo Pradipta Gema, Chen Jin, Ahmed Abdulaal, Tom Diethe, Philip Alexander Teare, Beatrice Alex, Pasquale Minervini, Amrutha Saseendran |
| 2024 | NLDB | Enhancing Natural Language Processing Capabilities in Geriatric Patient Care: An Annotation Scheme and Guidelines. | Imane Guellil, Salom Andres, Bruce Guthrie, Atul Anand, Huayu Zhang, Abul Kalam Hasan, Honghan Wu, Beatrice Alex |
| 2022 | COLING | Edinburgh_UCL_Health@SMM4H'22: From Glove to Flair for handling imbalanced healthcare corpora related to Adverse Drug Events, Change in medication and self-reporting vaccination. | Imane Guellil, Jinge Wu, Honghan Wu, Tony Sun, Beatrice Alex |
| 2022 | LREC | Beyond Explanation: A Case for Exploratory Text Visualizations of Non-Aggregated, Annotated Datasets. | Lucy Havens, Benjamin Bach, Melissa Terras, Beatrice Alex |
| 2021 | EMNLP | CoPHE: A Count-Preserving Hierarchical Evaluation Metric in Large-Scale Multi-Label Text Classification. | Mats Falis, Hang Dong, Alexandra Birch, Beatrice Alex |
| 2019 | CHI | "Why is the Doctor a Man": Reactions of Older Adults to a Virtual Training Doctor. | Aurora Constantin, Catherine Lai, Elaine Farrow, Beatrice Alex, Ruth Pel-Littel, Henk Herman Nap, Johan Jeuring |
| 2019 | Interspeech | Detecting Topic-Oriented Speaker Stance in Conversational Speech. | Catherine Lai, Beatrice Alex, Johanna D. Moore, Leimin Tian, Tatsuro Hori, Gianpiero Francesca |
| 2016 | LREC | Homing in on Twitter Users: Evaluating an Enhanced Geoparser for User Profile Locations. | Beatrice Alex, Clare Llewellyn, Claire Grover, Jon Oberlander, Richard Tobin |
| 2008 | LREC | Comparing Corpus-based to Web-based Lookup Techniques for Automatic English Inclusion Detection. | Beatrice Alex |
| 2008 | LREC | Exploiting Multiply Annotated Corpora in Biomedical Information Extraction Tasks. | Barry Haddow, Beatrice Alex |
| 2008 | PSB | Assisted Curation: Does Text Mining Really Help?. | Beatrice Alex, Claire Grover, Barry Haddow, Mijail Kabadjor, Ewan Klein, Michael Matthews, Stuart Roebuck, Richard Tobin, Xinglong Wang |
| 2007 | EMNLP | Using Foreign Inclusion Detection to Improve Parsing Performance. | Beatrice Alex, Amit Dubey, Frank Keller |
| 2006 | LREC | The Impact of Annotation on the Performance of Protein Tagging in Biomedical Text. | Beatrice Alex, Malvina Nissim, Claire Grover |
| 2005 | ACL | An Unsupervised System for Identifying English Inclusions in German Text. | Beatrice Alex |
| 2005 | CoNLL | Investigating the Effects of Selective Sampling on the Annotation Task. | Ben Hachey, Beatrice Alex, Markus Becker |