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Betty van Aken
Betty van Aken
Research Assistant, Berliner Hochschule für Technik (BHT)
Verifisert e-postadresse på bht-berlin.de - Startside
Tittel
Sitert av
Sitert av
År
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
2802018
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
1842019
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
722023
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
622021
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
342020
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
192021
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
182020
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
82022
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
72022
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
52022
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
3*2023
Exploration and adaptation of large language models for specialized domains
B van Aken
Hannover: Institutionelles Repositorium der Leibniz Universität Hannover, 2023
22023
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
22023
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
22020
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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