Betty van Aken

21 papers A* 1A 2B 1Journal 13Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Robust Conformal Prediction for Infrequent Classes.
Trans. Mach. Learn. Res.
Jens-Michalis Papaioannou, Sebastian Jäger, Alexei Figueroa, David Stutz, Betty van Aken, Keno K. Bressem, Wolfgang Nejdl, Felix A. Gers, Alexander Löser, Felix Biessmann
2023 J jnl
Efficient Methods for Natural Language Processing: A Survey.
Trans. Assoc. Comput. Linguistics
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
2023 — —
Exploration and adaptation of large language models for specialized domains
Betty van Aken
2023 J jnl
Surveying (Dis)Parities and Concerns of Compute Hungry NLP Research.
CoRR
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
2022 B conf
Cross-Lingual Knowledge Transfer for Clinical Phenotyping.
LREC
Jens-Michalis Papaioannou, Paul Grundmann, Betty van Aken, Athanasios Samaras, Ilias Kyparissidis, George Giannakoulas, Felix A. Gers, Alexander Löser
2022 J jnl
Cross-Lingual Knowledge Transfer for Clinical Phenotyping.
CoRR
Jens-Michalis Papaioannou, Paul Grundmann, Betty van Aken, Athanasios Samaras, Ilias Kyparissidis, George Giannakoulas, Felix A. Gers, Alexander Löser
2022 J jnl
Efficient Methods for Natural Language Processing: A Survey.
CoRR
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
2022 J jnl
Efficient and Equitable Natural Language Processing in the Age of Deep Learning (Dagstuhl Seminar 22232).
Dagstuhl Reports
Jesse Dodge, Iryna Gurevych, Roy Schwartz, Emma Strubell, Betty van Aken
2022 — conf
This Patient Looks Like That Patient: Prototypical Networks for Interpretable Diagnosis Prediction from Clinical Text.
AACL/IJCNLP (1)
Betty van Aken, Jens-Michalis Papaioannou, Marcel Ganesh Naik, Georgios Eleftheriadis, Wolfgang Nejdl, Felix A. Gers, Alexander Löser
2022 J jnl
This Patient Looks Like That Patient: Prototypical Networks for Interpretable Diagnosis Prediction from Clinical Text.
CoRR
Betty van Aken, Jens-Michalis Papaioannou, Marcel Ganesh Naik, Georgios Eleftheriadis, Wolfgang Nejdl, Felix A. Gers, Alexander Löser
2021 A conf
Clinical Outcome Prediction from Admission Notes using Self-Supervised Knowledge Integration.
EACL
Betty van Aken, Jens-Michalis Papaioannou, Manuel Mayrdorfer, Klemens Budde, Felix A. Gers, Alexander Löser
2021 J jnl
Clinical Outcome Prediction from Admission Notes using Self-Supervised Knowledge Integration.
CoRR
Betty van Aken, Jens-Michalis Papaioannou, Manuel Mayrdorfer, Klemens Budde, Felix A. Gers, Alexander Löser
2021 J jnl
What Do You See in this Patient? Behavioral Testing of Clinical NLP Models.
CoRR
Betty van Aken, Sebastian Herrmann, Alexander Löser
2020 A* conf
Learning Contextualized Document Representations for Healthcare Answer Retrieval.
WWW
Sebastian Arnold, Betty van Aken, Paul Grundmann, Felix A. Gers, Alexander Löser
2020 J jnl
Learning Contextualized Document Representations for Healthcare Answer Retrieval.
CoRR
Sebastian Arnold, Betty van Aken, Paul Grundmann, Felix A. Gers, Alexander Löser
2020 — conf
VisBERT: Hidden-State Visualizations for Transformers.
WWW (Companion Volume)
Betty van Aken, Benjamin Winter, Alexander Löser, Felix A. Gers
2020 J jnl
VisBERT: Hidden-State Visualizations for Transformers.
CoRR
Betty van Aken, Benjamin Winter, Alexander Löser, Felix A. Gers
2019 J jnl
How Does BERT Answer Questions? A Layer-Wise Analysis of Transformer Representations.
CoRR
Betty van Aken, Benjamin Winter, Alexander Löser, Felix A. Gers
2019 A conf
How Does BERT Answer Questions?: A Layer-Wise Analysis of Transformer Representations.
CIKM
Betty van Aken, Benjamin Winter, Alexander Löser, Felix A. Gers
2018 — conf
Challenges for Toxic Comment Classification: An In-Depth Error Analysis.
ALW
Betty van Aken, Julian Risch, Ralf Krestel, Alexander Löser
2018 J jnl
Challenges for Toxic Comment Classification: An In-Depth Error Analysis.
CoRR
Betty van Aken, Julian Risch, Ralf Krestel, Alexander Löser