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Mariya Toneva

Carnegie Mellon University

26 papers hereh-index 152.3k citations50 works total

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

author position
  • first author4
  • middle author5
  • last author17

Across the 26 of 26 papers where every author was matched, so the position is known.

fields
  • cs.CL14
  • cs.AI3
  • cs.LG3
  • q-bio.NC3
  • cs.CV2
  • cs.HC1
affiliations
  • Carnegie Mellon University
Homepage
same name
  • Mariya Toneva — 1 paper

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20182026
most citedInterpreting and improving natural-language processing (in machines) with natural language-processing (in the brain)

140 citations · 359 across the 24 of their papers we have counts for

collaborators
Showing 2019Show all

2 papers · 1 filter

q-bio.NC2019★ 22 cited

Inducing brain-relevant bias in natural language processing models

Dan Schwartz, Mariya Toneva, Leila Wehbe

Progress in natural language processing (NLP) models that estimate representations of word sequences has recently been leveraged to improve the understanding of language processing…

cs.CL2019★ 140 cited

Interpreting and improving natural-language processing (in machines) with natural language-processing (in the brain)

Mariya Toneva, Leila Wehbe

Neural networks models for NLP are typically implemented without the explicit encoding of language rules and yet they are able to break one performance record after another. This h…

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