216 citations · 514 across the 35 of their papers we have counts for
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BERTje: A Dutch BERT Model
Wietse de Vries, Andreas van Cranenburgh, Arianna Bisazza +3
The transformer-based pre-trained language model BERT has helped to improve state-of-the-art performance on many natural language processing (NLP) tasks. Using the same architectur…
Casting a Wide Net: Robust Extraction of Potentially Idiomatic Expressions
Hessel Haagsma, Malvina Nissim, Johan Bos
Idiomatic expressions like `out of the woods' and `up the ante' present a range of difficulties for natural language processing applications. We present work on the annotation and…
You Write Like You Eat: Stylistic variation as a predictor of social stratification
Angelo Basile, Albert Gatt, Malvina Nissim
Inspired by Labov's seminal work on stylistic variation as a function of social stratification, we develop and compare neural models that predict a person's presumed socio-economic…
Fair is Better than Sensational:Man is to Doctor as Woman is to Doctor
Malvina Nissim, Rik van Noord, Rob van der Goot
Analogies such as "man is to king as woman is to X" are often used to illustrate the amazing power of word embeddings. Concurrently, they have also been used to expose how strongly…