Published May 10, 2022 | Version v1
Conference paper Open

Dictionary files used in the paper 'Combating the Curse of Multilinguality in Cross-Lingual WSD by Aligning Sparse Contextualized Word Representations'

Creators

  • 1. Berend

Description

The uploaded numpy ndarrays were used to obtain the results in the NAACL 2022 publication entitled 'Combating the Curse of Multilinguality in Cross-Lingual WSD by Aligning Sparse Contextualized Word Representations'.

The four different files correspond to the 1024-by-3000 dictionary matrices that were obtained using sparse coding for the last four layers of the bert-large-cased model over the hidden representations derived from the SemCor dataset (as described in the paper).

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Related works

Is published in
Conference paper: https://openreview.net/forum?id=r4xz0gnWBbc (URL)
Is referenced by
Software: https://github.com/begab/sparsity_makes_sense (URL)