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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 2021Show all

2 papers · 1 filter

q-bio.NC2021

A roadmap to reverse engineering real-world generalization by combining naturalistic paradigms, deep sampling, and predictive computational models

Peer Herholz, Eddy Fortier, Mariya Toneva +3

Real-world generalization, e.g., deciding to approach a never-seen-before animal, relies on contextual information as well as previous experiences. Such a seemingly easy behavioral…

cs.CL2021★ 19 cited

Does injecting linguistic structure into language models lead to better alignment with brain recordings?

Mostafa Abdou, Ana Valeria Gonzalez, Mariya Toneva +2

Neuroscientists evaluate deep neural networks for natural language processing as possible candidate models for how language is processed in the brain. These models are often traine…

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