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researcher

M. Grzes

5 papers hereh-index 181.4k citations77 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author1
  • last author4

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • cs.LG3
  • cs.CL2

identity via Semantic Scholar / OpenAlex

activity
20172023
most citedHow good are variational autoencoders at transfer learning?

2 citations · 5 across the 3 of their papers we have counts for

collaborators
Showing 2017Show all

1 paper · 1 filter

cs.CL2017

Improving Language Modelling with Noise-contrastive estimation

Farhana Ferdousi Liza, Marek Grzes

Neural language models do not scale well when the vocabulary is large. Noise-contrastive estimation (NCE) is a sampling-based method that allows for fast learning with large vocabu…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.