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Betty van Aken
Publication Activity (10 Years)
Years Active: 2018-2023
Publications (10 Years): 18
Top Topics
Natural Language Processing
Knowledge Integration
Answer Questions
Video Endoscopy
Top Venues
CoRR
EACL
ALW
LREC
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Publications
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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
Surveying (Dis)Parities and Concerns of Compute Hungry NLP Research.
CoRR
(2023)
Betty van Aken
,
Jens-Michalis Papaioannou
,
Marcel G. Naik
,
Georgios Eleftheriadis
,
Wolfgang Nejdl
,
Felix A. Gers
,
Alexander Löser
This Patient Looks Like That Patient: Prototypical Networks for Interpretable Diagnosis Prediction from Clinical Text.
CoRR
(2022)
Jens-Michalis Papaioannou
,
Paul Grundmann
,
Betty van Aken
,
Athanasios Samaras
,
Ilias Kyparissidis
,
George Giannakoulas
,
Felix A. Gers
,
Alexander Löser
Cross-Lingual Knowledge Transfer for Clinical Phenotyping.
LREC
(2022)
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
Efficient Methods for Natural Language Processing: A Survey.
CoRR
(2022)
Betty van Aken
,
Jens-Michalis Papaioannou
,
Marcel Ganesh Naik
,
Georgios Eleftheriadis
,
Wolfgang Nejdl
,
Felix A. Gers
,
Alexander Löser
This Patient Looks Like That Patient: Prototypical Networks for Interpretable Diagnosis Prediction from Clinical Text.
AACL/IJCNLP (1)
(2022)
Jens-Michalis Papaioannou
,
Paul Grundmann
,
Betty van Aken
,
Athanasios Samaras
,
Ilias Kyparissidis
,
George Giannakoulas
,
Felix A. Gers
,
Alexander Löser
Cross-Lingual Knowledge Transfer for Clinical Phenotyping.
CoRR
(2022)
Jesse Dodge
,
Iryna Gurevych
,
Roy Schwartz
,
Emma Strubell
,
Betty van Aken
Efficient and Equitable Natural Language Processing in the Age of Deep Learning (Dagstuhl Seminar 22232).
Dagstuhl Reports
12 (6) (2022)
Betty van Aken
,
Sebastian Herrmann
,
Alexander Löser
What Do You See in this Patient? Behavioral Testing of Clinical NLP Models.
CoRR
(2021)
Betty van Aken
,
Jens-Michalis Papaioannou
,
Manuel Mayrdorfer
,
Klemens Budde
,
Felix A. Gers
,
Alexander Löser
Clinical Outcome Prediction from Admission Notes using Self-Supervised Knowledge Integration.
EACL
(2021)
Betty van Aken
,
Jens-Michalis Papaioannou
,
Manuel Mayrdorfer
,
Klemens Budde
,
Felix A. Gers
,
Alexander Löser
Clinical Outcome Prediction from Admission Notes using Self-Supervised Knowledge Integration.
CoRR
(2021)
Betty van Aken
,
Benjamin Winter
,
Alexander Löser
,
Felix A. Gers
VisBERT: Hidden-State Visualizations for Transformers.
WWW (Companion Volume)
(2020)
Sebastian Arnold
,
Betty van Aken
,
Paul Grundmann
,
Felix A. Gers
,
Alexander Löser
Learning Contextualized Document Representations for Healthcare Answer Retrieval.
WWW
(2020)
Sebastian Arnold
,
Betty van Aken
,
Paul Grundmann
,
Felix A. Gers
,
Alexander Löser
Learning Contextualized Document Representations for Healthcare Answer Retrieval.
CoRR
(2020)
Betty van Aken
,
Benjamin Winter
,
Alexander Löser
,
Felix A. Gers
VisBERT: Hidden-State Visualizations for Transformers.
CoRR
(2020)
Betty van Aken
,
Benjamin Winter
,
Alexander Löser
,
Felix A. Gers
How Does BERT Answer Questions?: A Layer-Wise Analysis of Transformer Representations.
CIKM
(2019)
Betty van Aken
,
Benjamin Winter
,
Alexander Löser
,
Felix A. Gers
How Does BERT Answer Questions? A Layer-Wise Analysis of Transformer Representations.
CoRR
(2019)
Betty van Aken
,
Julian Risch
,
Ralf Krestel
,
Alexander Löser
Challenges for Toxic Comment Classification: An In-Depth Error Analysis.
CoRR
(2018)
Betty van Aken
,
Julian Risch
,
Ralf Krestel
,
Alexander Löser
Challenges for Toxic Comment Classification: An In-Depth Error Analysis.
ALW
(2018)