Challenges for Toxic Comment Classification: An In-Depth Error Analysis. - Betty van Aken; Julian Risch; Ralf Krestel; Alexander Löser (ALW, 2018)

How Does BERT Answer Questions?: A Layer-Wise Analysis of Transformer Representations. - Betty van Aken; Benjamin Winter; Alexander Löser; Felix A. Gers (CIKM, 2019)

Learning Contextualized Document Representations for Healthcare Answer Retrieval. - Sebastian Arnold 001; Betty van Aken; Paul Grundmann; Felix A. Gers; Alexander Löser (WWW, 2020)

VisBERT: Hidden-State Visualizations for Transformers. - Betty van Aken; Benjamin Winter; Alexander Löser; Felix A. Gers (WWW (Companion Volume), 2020)

Clinical Outcome Prediction from Admission Notes using Self-Supervised Knowledge Integration. - Betty van Aken; Jens-Michalis Papaioannou; Manuel Mayrdorfer; Klemens Budde; Felix A. Gers; Alexander Löser (EACL, 2021)

What Do You See in this Patient? Behavioral Testing of Clinical NLP Models. - Betty van Aken; Sebastian Herrmann; Alexander Löser (CoRR, 2021)

This Patient Looks Like That Patient: Prototypical Networks for Interpretable Diagnosis Prediction from Clinical Text. - Betty van Aken; Jens-Michalis Papaioannou; Marcel Ganesh Naik; Georgios Eleftheriadis; Wolfgang Nejdl; Felix A. Gers; Alexander Löser (AACL/IJCNLP (1), 2022)

Cross-Lingual Knowledge Transfer for Clinical Phenotyping. - Jens-Michalis Papaioannou; Paul Grundmann; Betty van Aken; Athanasios Samaras; Ilias Kyparissidis; George Giannakoulas; Felix A. Gers; Alexander Löser (LREC, 2022)

Efficient Methods for Natural Language Processing: A Survey. - Marcos V. Treviso; Tianchu Ji; Ji-Ung Lee; Betty van Aken; Qingqing Cao; Manuel R. Ciosici; Michael Hassid; Kenneth Heafield; Sara Hooker; Pedro Henrique Martins; André F. T. Martins; Peter A. Milder; et al. (CoRR, 2022)

Efficient and Equitable Natural Language Processing in the Age of Deep Learning (Dagstuhl Seminar 22232). - Jesse Dodge; Iryna Gurevych; Roy Schwartz 001; Emma Strubell; Betty van Aken (Dagstuhl Reports, 2022)

Surveying (Dis)Parities and Concerns of Compute Hungry NLP Research. - Ji-Ung Lee; Haritz Puerto; Betty van Aken; Yuki Arase; Jessica Zosa Forde; Leon Derczynski; Andreas Rücklé; Iryna Gurevych; Roy Schwartz 001; Emma Strubell; Jesse Dodge (CoRR, 2023)

Efficient Methods for Natural Language Processing: A Survey. - Marcos V. Treviso; Ji-Ung Lee; Tianchu Ji; Betty van Aken; Qingqing Cao; Manuel R. Ciosici; Michael Hassid; Kenneth Heafield; Sara Hooker; Colin Raffel; Pedro Henrique Martins; André F. T. Martins; et al. (Trans. Assoc. Comput. Linguistics, 2023)

Exploration and adaptation of large language models for specialized domains - Betty van Aken (2023)