Betty van Aken

According to our database, Betty van Aken authored at least 13 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Exploration and adaptation of large language models for specialized domains

Betty van Aken

PhD thesis, 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, Jessica Zosa Forde, Peter A. Milder, Edwin Simpson, Noam Slonim, Jesse Dodge, Emma Strubell, Niranjan Balasubramanian, Leon Derczynski, Iryna Gurevych, Roy Schwartz

Trans. Assoc. Comput. Linguistics, 2023

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, Emma Strubell, Jesse Dodge

CoRR, 2023

2022

Efficient and Equitable Natural Language Processing in the Age of Deep Learning (Dagstuhl Seminar 22232).

Jesse Dodge, Iryna Gurevych, Roy Schwartz, Emma Strubell, Betty van Aken

Dagstuhl Reports, 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, Colin Raffel, Edwin Simpson, Noam Slonim, Niranjan Balasubramanian, Leon Derczynski, Roy Schwartz

CoRR, 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

Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

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

Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing, 2022

2021

What Do You See in this Patient? Behavioral Testing of Clinical NLP Models.

Betty van Aken, Sebastian Herrmann, Alexander Löser

CoRR, 2021

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

Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

2020

VisBERT: Hidden-State Visualizations for Transformers.

Betty van Aken, Benjamin Winter, Alexander Löser, Felix A. Gers

Proceedings of the Companion of The 2020 Web Conference 2020, 2020

Learning Contextualized Document Representations for Healthcare Answer Retrieval.

Sebastian Arnold, Betty van Aken, Paul Grundmann, Felix A. Gers, Alexander Löser

Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

2019

How Does BERT Answer Questions?: A Layer-Wise Analysis of Transformer Representations.

Betty van Aken, Benjamin Winter, Alexander Löser, Felix A. Gers

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

2018

Challenges for Toxic Comment Classification: An In-Depth Error Analysis.

Betty van Aken, Julian Risch, Ralf Krestel, Alexander Löser

Proceedings of the 2nd Workshop on Abusive Language Online, 2018