145 citations
- Technische Universität BerlinDE7 papers
- Freie Universität BerlinDE3 papers
- Istituto Nazionale di Fisica Nucleare, Sezione di BolognaIT2 papers
- The University of TokyoJP2 papers
- University of Duisburg-EssenDE2 papers
- Brigham and Women's HospitalUS1 paper
- Bulgarian Academy of SciencesBG1 paper
- Center of Advanced European Studies and ResearchDE1 paper
- Charité - Universitätsmedizin BerlinDE1 paper
- Dana-Farber Brigham Cancer CenterUS1 paper
- Dana-Farber Cancer InstituteUS1 paper
- Einstein Center Digital FutureDE1 paper
Showing 2020 · cs.CLShow all
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cs.CL2020★ 2 cited
VisBERT: Hidden-State Visualizations for Transformers
Betty van Aken, Benjamin Winter, Alexander Löser +1
Explainability and interpretability are two important concepts, the absence of which can and should impede the application of well-performing neural networks to real-world problems…
cs.CL2020★ 12 cited
Learning Contextualized Document Representations for Healthcare Answer Retrieval
Sebastian Arnold, Betty van Aken, Paul Grundmann +2
We present Contextual Discourse Vectors (CDV), a distributed document representation for efficient answer retrieval from long healthcare documents. Our approach is based on structu…