Evelina Fedorenko

Associate Professor, Massachusetts Institute of Technology

Joined

July 2019

Names

Evelina Fedorenko

Emails

****@mit.edu (Confirmed)

Personal Links

Homepage

Google Scholar

Career & Education History

Associate Professor

Massachusetts Institute of Technology (mit.edu)

2019 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Modeling the language cortex with form-independent and enriched representations of sentence meaning reveals remarkable semantic abstractness
Shreya Saha, Shurui Li, Greta Tuckute, Yuanning Li, Ru-Yuan Zhang, Leila Wehbe, Evelina Fedorenko, Meenakshi Khosla
- Submitted to ICLR 2026
- Readers: Everyone
Language models align with brain regions that represent concepts across modalities
Maria Ryskina, Greta Tuckute, Alexander Fung, Ashley Malkin, Evelina Fedorenko
- COLM 2025
- Readers: Everyone
The neural architecture of language: Integrative modeling converges on predictive processing
Martin Schrimpf, Greta Tuckute, Idan Asher Blank, Carina Kauf, Eghbal A. Hosseini, Joshua B. Tenenbaum, Nancy Kanwisher, Evelina Fedorenko
- Proceedings of the National Academy of Sciences (PNAS)
- Readers: Everyone
Representing speech through autoregressive prediction of cochlear tokens
Greta Tuckute, Klemen Kotar, Evelina Fedorenko, Dan Yamins
- Submitted to ICLR 2025
- Readers: Everyone
Log Probabilities Are a Reliable Estimate of Semantic Plausibility in Base and Instruction-Tuned Language Models
Carina Kauf, Emmanuele Chersoni, Alessandro Lenci, Evelina Fedorenko, Anna A Ivanova
- BlackboxNLP 2024
- Readers: Everyone
Visual Grounding Helps Learn Word Meanings in Low-Data Regimes
Chengxu Zhuang, Evelina Fedorenko, Jacob Andreas
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Quantifying the redundancy between prosody and text
Lukas Wolf, Tiago Pimentel, Evelina Fedorenko, Ryan Cotterell, Alex Warstadt, Ethan Wilcox, Tamar I Regev
- EMNLP 2023 Main
- Readers: Everyone
Large language models implicitly learn to straighten neural sentence trajectories to construct a predictive representation of natural language.
Eghbal A. Hosseini, Evelina Fedorenko
- NeurIPS 2023 poster
- Readers: Everyone
Joint cortical registration of geometry and function using semi-supervised learning
Jian Li, Greta Tuckute, Evelina Fedorenko, Brian L Edlow, Bruce Fischl, Adrian V Dalca
- Published: 04 Apr 2023, Last Modified: 23 Apr 2023
- MIDL 2023 Poster
- Readers: Everyone
Convergent Representations of Computer Programs in Human and Artificial Neural Networks
Shashank Srikant, Ben Lipkin, Anna A Ivanova, Evelina Fedorenko, Una-May O'Reilly
- Published: 31 Oct 2022, Last Modified: 29 Dec 2022
- NeurIPS 2022 Accept
- Readers: Everyone

View all 12 publications

Co-Authors

View all 41 co-authors