Betty van Aken

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Alexander LöserProfessor for Data Science and Text-based Information SystemsVerified email at bht-berlin.de
Felix GersProfessor of Computer Science, Berliner Hochschule für Technik (BHT)Verified email at felixgers.de
Roy SchwartzSenior lecturer, the School of Computer Science, the Hebrew University of JerusalemVerified email at mail.huji.ac.il
Julian Rischdeepset | PhD from Hasso Plattner Institute, University of PotsdamVerified email at deepset.ai
Leon DerczynskiITU Copenhagen & NVIDIAVerified email at itu.dk
Emma StrubellAssistant Professor, Carnegie Mellon UniversityVerified email at cs.cmu.edu
Jesse DodgeAllen Institute for AIVerified email at allenai.org
Iryna GurevychFull Professor, TU Darmstadt; Adjunct Professor, MBZUAI, UAE; Affiliated Professor, INSAIT, BulgariaVerified email at cs.tu-darmstadt.de
Benjamin WinterBeuth University of Applied SciencesVerified email at beuth-hochschule.de
Sara HookerHead of Cohere For AIVerified email at cohere.com
Colin RaffelUniversity of Toronto, Vector Institute and Hugging FaceVerified email at cs.toronto.edu
Ji-Ung LeePostdoc, RTG Neuroexplicit Models, University of SaarlandVerified email at posteo.net
Jens-Michalis PapaioannouResearch Assistant, Berliner Hochschule für Technik (BHT)Verified email at bht-berlin.de
Ralf KrestelZBW - Leibniz Information Centre for Economics & Kiel UniversityVerified email at zbw.eu
Manuel MayrdorferCharité Universitätsmedizin BerlinVerified email at charite.de
Klemens BuddeCharité Universitätsmedizin BerlinVerified email at charite.de
Niranjan BalasubramanianAssistant Professor, Computer Science, Stony Brook UniversityVerified email at cs.stonybrook.edu
Kenneth HeafieldReader, University of EdinburghVerified email at kheafield.com
Andre MartinsCarnegie Mellon University and Instituto Superior TecnicoVerified email at cs.cmu.edu
Amy SiuBerliner Hochschule für TechnikVerified email at bht-berlin.de

Betty van Aken

Research Assistant, Berliner Hochschule für Technik (BHT)

Verified email at bht-berlin.de - Homepage

Deep Learning Natural Language Processing Explainability Clinical Text Mining


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Challenges for Toxic Comment Classification: An In-Depth Error Analysis B van Aken, J Risch, R Krestel, A Löser Proceedings of the 2nd Workshop on Abusive Language Online (ALW) @ EMNLP 2018, 2018	298	2018
How Does BERT Answer Questions? A Layer-Wise Analysis of Transformer Representations B van Aken, B Winter, A Löser, FA Gers Proceedings of the 28th ACM International Conference on Information and …, 2019	204	2019
Efficient Methods for Natural Language Processing: A Survey M Treviso, JU Lee, T Ji, B van Aken, Q Cao, M Ciosici, M Hassid, ... Transactions of the Association for Computational Linguistics 11, 826-860, 2023	103	2023
Clinical Outcome Prediction from Admission Notes using Self-Supervised Knowledge Integration B van Aken, JM Papaioannou, M Mayrdorfer, K Budde, FA Gers, A Löser Proceedings of the 16th Conference of the European Chapter of the …, 2021	76	2021
VisBERT: Hidden-State Visualizations for Transformers B Aken, B Winter, A Löser, FA Gers Companion Proceedings of the Web Conference 2020, 207-211, 207-211, 2020	37	2020
Assertion Detection in Clinical Notes: Medical Language Models to the Rescue? B Van Aken, I Trajanovska, A Siu, M Mayrdorfer, K Budde, A Löser Proceedings of the Second Workshop on Natural Language Processing for …, 2021	24	2021
Learning Contextualized Document Representations for Healthcare Answer Retrieval S Arnold, B van Aken, P Grundmann, FA Gers, A Löser Proceedings of The Web Conference 2020, 1332-1343, 2020	18	2020
This Patient Looks Like That Patient: Prototypical Networks for Interpretable Diagnosis Prediction from Clinical Text B Van Aken, JM Papaioannou, MG Naik, G Eleftheriadis, W Nejdl, ... Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the …, 2022	12	2022
What Do You See in this Patient? Behavioral Testing of Clinical NLP Models B van Aken, S Herrmann, A Löser Proceedings of the 4th Clinical Natural Language Processing Workshop @ NAACL …, 2022	8	2022
Exploration and adaptation of large language models for specialized domains B van Aken Hannover: Institutionelles Repositorium der Leibniz Universität Hannover, 2023	7	2023
Cross-Lingual Knowledge Transfer for Clinical Phenotyping JM Papaioannou, P Grundmann, B van Aken, A Samaras, I Kyparissidis, ... Proceedings of the 13th Conference on Language Resources and Evaluation …, 2022	7	2022
Surveying (dis) parities and concerns of compute hungry NLP research JU Lee, H Puerto, B van Aken, Y Arase, JZ Forde, L Derczynski, A Rücklé, ... arXiv preprint arXiv:2306.16900, 2023	5*	2023
Efficient and equitable natural language processing in the age of deep learning (dagstuhl seminar 22232) J Dodge, I Gurevych, R Schwartz, E Strubell, B van Aken Schloss-Dagstuhl-Leibniz Zentrum für Informatik, 2023	2	2023
Digging Deeper: Extending the Error Analysis of a Hate Speech Algorithm With Information Rich Data S Paasch-Colberg, B van Aken, C Strippel, L Laugwitz, A Löser, J Trebbe, ... 6th International Conference on Computational Social Science (IC2S2) Amherst …, 2020	2	2020
NOHATE: Automatisierte Identifikation von Hate Speech in Nutzerkommentaren zum Thema Flucht und Migration S Paasch-Colberg, C Strippel, L Laugwitz, M Emmer, J Trebbe, ...		2023

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