| 2026 | ACL | Audit Me If You Can: Query-Efficient Active Fairness Auditing of Black-Box LLMs. | David Hartmann, Lena Pohlmann, Lelia Hanslik, Noah Gieing, Bettina Berendt, Pieter Delobelle |
| 2023 | EACL | How Far Can It Go? On Intrinsic Gender Bias Mitigation for Text Classification. | Ewoenam Kwaku Tokpo, Pieter Delobelle, Bettina Berendt, Toon Calders |
| 2022 | NAACL | Measuring Fairness with Biased Rulers: A Comparative Study on Bias Metrics for Pre-trained Language Models. | Pieter Delobelle, Ewoenam Kwaku Tokpo, Toon Calders, Bettina Berendt |
| 2021 | WWW | Fairness beyond "equal": The Diversity Searcher as a Tool to Detect and Enhance the Representation of Socio-political Actors in News Media. | Bettina Berendt, zgr Karadeniz, Stefan Mertens, Leen D'Haenens |
| 2020 | EMNLP | RobBERT: a Dutch RoBERTa-based Language Model. | Pieter Delobelle, Thomas Winters, Bettina Berendt |
| 2019 | ACL | Computational Ad Hominem Detection. | Pieter Delobelle, Murilo Cunha, Eric Massip Cano, Jeroen Peperkamp, Bettina Berendt |
| 2018 | IUI | Responsive News Summarization for Ubiquitous Consumption on Multiple Mobile Devices. | Roco A. Chongtay, Mark Last, Bettina Berendt |
| 2016 | WWW | Current Directions for Usage Analysis and the Web of Data: The Diverse Ecosystem of Web of Data Access Mechanisms. | Markus Luczak-Rsch, Laura Hollink, Bettina Berendt |
| 2015 | FC | Purchase Details Leaked to PayPal. | Sren Preibusch, Thomas Peetz, Gunes Acar, Bettina Berendt |
| 2012 | ICDM | Exploring Discrimination: A User-centric Evaluation of Discrimination-Aware Data Mining. | Bettina Berendt, Sren Preibusch |
| 2012 | ICDM | Interactive Grouping of Friends in OSN: Towards Online Context Management. | Bo Gao, Bettina Berendt, Dave Clarke, Ralf De Wolf, Thomas Peetz, Jo Pierson, Rula Sayaf |
| 2011 | ECIR | Peddling or Creating? Investigating the Role of Twitter in News Reporting. | Ilija Subasic, Bettina Berendt |
| 2011 | WWW | USEWOD2011: 1st international workshop on usage analysis and the web of data. | Bettina Berendt, Laura Hollink, Vera Hollink, Markus Luczak-Rsch, Knud Mller, David Vallet |
| 2010 | ECAI | From bursty patterns to bursty facts: The effectiveness of temporal text mining for news. | Ilija Subasic, Bettina Berendt |
| 2009 | GI | Study on Contexts in Tracking Usage and Attention Metadata in Multilingual Technology Enhanced Learning. | Riina Vuorikari, Bettina Berendt |
| 2008 | ECIR | You Are a Document Too: Web Mining and IR for Next-Generation Information Literacy. | Bettina Berendt |
| 2008 | ICDM | Web Mining for Understanding Stories through Graph Visualisation. | Ilija Subasic, Bettina Berendt |
| 2007 | ICWSM | Tags are not metadata, but "just more content" - to some people. | Bettina Berendt, Christoph Hanser |
| 2005 | KDD | Using and Learning Semantics in Frequent Subgraph Mining. | Bettina Berendt |
| 2003 | IJCAI | Addressing Users' Privacy Concerns for Improving Personalization Quality: Towards an Integration of User Studies and Algorithm Evaluation. | Bettina Berendt, Maximilian Teltzrow |
| 2002 | KDD | The Impact of Site Structure and User Environment on Session Reconstruction in Web Usage Analysis. | Bettina Berendt, Bamshad Mobasher, Miki Nakagawa, Myra Spiliopoulou |
| 2001 | KDD | Detail and Context in Web Usage Mining: Coarsening and Visualizing Sequences. | Bettina Berendt |
| 1997 | KI | Modelling Subjective Distances. | Bettina Berendt |