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Walter Daelemans
Researcher at University of Antwerp
Publications - 463
Citations - 13831
Walter Daelemans is an academic researcher from University of Antwerp. The author has contributed to research in topics: Language technology & Natural language. The author has an hindex of 57, co-authored 444 publications receiving 12732 citations. Previous affiliations of Walter Daelemans include VU University Amsterdam & Radboud University Nijmegen.
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MFAQ: a Multilingual FAQ Dataset
TL;DR: The authors collected around 6M FAQ pairs from the web, in 21 different languages, and adopted a similar setup as Dense Passage Retrieval (DPR) and test various bi-encoders on this dataset.
Neural Machine Translation of Artwork Titles Using Iconclass Codes
TL;DR: The authors investigated the use of Iconclass in the context of neural machine translation for NL EN artwork titles and proposed a simple concatenation approach that improves the quality of automatically generated title translations for artworks, by leveraging textual information extracted from Iconclass.
Proceedings ArticleDOI
Scalable Few-Shot Learning of Robust Biomedical Name Representations.
TL;DR: In this paper, a few-shot learning approach is proposed to explore the impact of conceptual distinctions on robust biomedical name representations, which is effective for various types of input representations, both domain-specific or unsupervised.
Journal ArticleDOI
Metameric: Interactive Activation at human scale
An analytical approach to similarity measure selection for self-training
TL;DR: It is found that the correlation coecient between similarity and accuracy of a similarity measure can be used to select the most suitable similarity measure, but other properties of similarity measures do also play a role.