Mariya Toneva
Carnegie Mellon University
H-index: 11
North America-United States
Top articles of Mariya Toneva
Joint processing of linguistic properties in brains and language models
Advances in Neural Information Processing Systems
2024/2/13
What happens during finetuning of vision transformers: An invariance based investigation
2023/11/20
Vedant Nanda
H-Index: 3
Mariya Toneva
H-Index: 6
Vision-Language Integration in Multimodal Video Transformers (Partially) Aligns with the Brain
arXiv preprint arXiv:2311.07766
2023/11/13
Mariya Toneva
H-Index: 6
Speech language models lack important brain-relevant semantics
arXiv preprint arXiv:2311.04664
2023/11/8
Emin Çelik
H-Index: 3
Mariya Toneva
H-Index: 6
Perturbed examples reveal invariances shared by language models
arXiv preprint arXiv:2311.04166
2023/11/7
Mariya Toneva
H-Index: 6
Getting aligned on representational alignment
arXiv preprint arXiv:2310.13018
2023/10/18
Exploring Pointwise Similarity of Representations
2023/10/13
What aspects of NLP models and brain datasets affect brain-NLP alignment?
2023/8/25
Mariya Toneva
H-Index: 6
Pointwise Representational Similarity
arXiv preprint arXiv:2305.19294
2023/5/30
Interpreting multimodal video transformers using brain recordings
2023/5/1
Mariya Toneva
H-Index: 6
Large language models can segment narrative events similarly to humans
arXiv preprint arXiv:2301.10297
2023/1/24
Modeling brain responses to video stimuli using multimodal video transformers
2023
Mariya Toneva
H-Index: 6
Training language models to summarize narratives improves brain alignment
arXiv preprint arXiv:2212.10898
2022/12/21
Mariya Toneva
H-Index: 6
Language models and brain alignment: beyond word-level semantics and prediction
arXiv preprint arXiv:2212.00596
2022/12/1
Mariya Toneva
H-Index: 6
Combining computational controls with natural text reveals aspects of meaning composition
Nature computational science
2022/11
Mariya Toneva
H-Index: 6
Leila Wehbe
H-Index: 9
Same cause; different effects in the brain
arXiv preprint arXiv:2202.10376
2022/2/21
Mariya Toneva
H-Index: 6
Leila Wehbe
H-Index: 9
Deep learning for brain encoding and decoding
Proceedings of the Annual Meeting of the Cognitive Science Society
2022
Manish Gupta
H-Index: 6
Mariya Toneva
H-Index: 6
Single-trial meg data can be denoised through cross-subject predictive modeling
Frontiers in Computational Neuroscience
2021/11/11
Mariya Toneva
H-Index: 6
Leila Wehbe
H-Index: 9
A roadmap to reverse engineering real-world generalization by combining naturalistic paradigms, deep sampling, and predictive computational models
arXiv preprint arXiv:2108.10231
2021/8/23
Bridging Language in Machines with Language in the Brain
2021/7
Mariya Toneva
H-Index: 6
Co-Authors
