Toneva, Mariya

15 publications

NeurIPS 2025 Brain-Tuning Improves Generalizability and Efficiency of Brain Alignment in Speech Models Omer Moussa, Mariya Toneva

TMLR 2025 Getting Aligned on Representational Alignment Ilia Sucholutsky, Lukas Muttenthaler, Adrian Weller, Andi Peng, Andreea Bobu, Been Kim, Bradley C. Love, Christopher J Cueva, Erin Grant, Iris Groen, Jascha Achterberg, Joshua B. Tenenbaum, Katherine M. Collins, Katherine Hermann, Kerem Oktar, Klaus Greff, Martin N Hebart, Nathan Cloos, Nikolaus Kriegeskorte, Nori Jacoby, Qiuyi Zhang, Raja Marjieh, Robert Geirhos, Sherol Chen, Simon Kornblith, Sunayana Rane, Talia Konkle, Thomas O'Connell, Thomas Unterthiner, Andrew Kyle Lampinen, Klaus Robert Muller, Mariya Toneva, Thomas L. Griffiths

ICLR 2025 Improving Semantic Understanding in Speech Language Models via Brain-Tuning Omer Moussa, Dietrich Klakow, Mariya Toneva

TMLR 2025 Investigating the Effects of Fairness Interventions Using Pointwise Representational Similarity Camila Kolling, Till Speicher, Vedant Nanda, Mariya Toneva, Krishna P. Gummadi

NeurIPS 2025 Large Language Models as Model Organisms for Human Associative Learning Camila Kolling, Vy A. Vo, Mariya Toneva

NeurIPSW 2024 Testing Memory Capabilities in Large Language Models with the Sequence Order Recall Task Mathis Pink, Vy A. Vo, Qinyuan Wu, Jianing Mu, Javier S. Turek, Uri Hasson, Kenneth A. Norman, Sebastian Michelmann, Alexander Huth, Mariya Toneva

ICLRW 2023 Interpreting Multimodal Video Transformers Using Brain Recordings Dota Tianai Dong, Mariya Toneva

NeurIPS 2023 Joint Processing of Linguistic Properties in Brains and Language Models Subbareddy Oota, Manish Gupta, Mariya Toneva

ICLR 2023 Training Language Models to Summarize Narratives Improves Brain Alignment Khai Loong Aw, Mariya Toneva

CoLLAs 2023 What Happens During Finetuning of Vision Transformers: An Invariance Based Investigation Gabriele Merlin, Vedant Nanda, Ruchit Rawal, Mariya Toneva

CLeaR 2022 Same Cause; Different Effects in the Brain Mariya Toneva, Jennifer Williams, Anand Bollu, Christoph Dann, Leila Wehbe

NeurIPS 2020 Modeling Task Effects on Meaning Representation in the Brain via Zero-Shot MEG Prediction Mariya Toneva, Otilia Stretcu, Barnabas Poczos, Leila Wehbe, Tom M. Mitchell

ICLR 2019 An Empirical Study of Example Forgetting During Deep Neural Network Learning Mariya Toneva, Alessandro Sordoni, Remi Tachet des Combes, Adam Trischler, Yoshua Bengio, Geoffrey J. Gordon

NeurIPS 2019 Inducing Brain-Relevant Bias in Natural Language Processing Models Dan Schwartz, Mariya Toneva, Leila Wehbe

NeurIPS 2019 Interpreting and Improving Natural-Language Processing (in Machines) with Natural Language-Processing (in the Brain) Mariya Toneva, Leila Wehbe