Mariya Toneva
10 papers · 2019–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (5) π Academic Marathon (6) π Renaissance Researcher (6) πΊοΈ Taxonomy Completionist (18)
π
Academic Marathon
(6)
π
Renaissance Researcher
(6)
π
Interdisciplinary Bridge
π
Keyword Champion
π
Century Club
(10)
π
Conference Pioneer
Conferences
NIPS (4)
ACL (2)
ICLR (2)
CLEAR (1)
EMNLP (1)
Top co-authors
Keywords
language model
(3)
semantic processing
(2)
brain encoding
(2)
brain alignment
(2)
neural encoding
(2)
brain activity prediction
(1)
brain activity
(1)
functional magnetic resonance imaging
(1)
neural representation
(1)
model comparison
(1)
next-word prediction
(1)
semantic property
(1)
syntactic property
(1)
speech language model
(1)
encoding model
(1)
linguistic capability
(1)
large language model
(1)
word-level information
(1)
interpretable input perturbation
(1)
neural alignment
(1)
Papers
Improving Semantic Understanding in Speech Language Models via Brain-tuning
ICLR 2025
Perturbed examples reveal invariances shared by language models
ACL 2024
Speech language models lack important brain-relevant semantics
ACL 2024
Language models and brains align due to more than next-word prediction and word-level information
EMNLP 2024
Training language models to summarize narratives improves brain alignment
ICLR 2023
Joint processing of linguistic properties in brains and language models
NIPS 2023
Same Cause; Different Effects in the Brain
CLEAR 2022
Modeling Task Effects on Meaning Representation in the Brain via Zero-Shot MEG Prediction
NIPS 2020
Inducing brain-relevant bias in natural language processing models
NIPS 2019
Interpreting and improving natural-language processing (in machines) with natural language-processing (in the brain)
NIPS 2019