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


Jan 29, 2021
Mostafa Abdou, Ana Valeria Gonzalez, Mariya Toneva, Daniel Hershcovich, Anders Søgaard


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Modeling Task Effects on Meaning Representation in the Brain via Zero-Shot MEG Prediction


Sep 17, 2020
Mariya Toneva, Otilia Stretcu, Barnabas Poczos, Leila Wehbe, Tom M. Mitchell


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Inducing brain-relevant bias in natural language processing models


Oct 29, 2019
Dan Schwartz, Mariya Toneva, Leila Wehbe

* To be published in the proceedings of the 33rd Conference on Neural Information Processing Systems (NeurIPS 2019), Vancouver, Canada 

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Interpreting and improving natural-language processing (in machines) with natural language-processing (in the brain)


Jun 06, 2019
Mariya Toneva, Leila Wehbe


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An Empirical Study of Example Forgetting during Deep Neural Network Learning


Dec 12, 2018
Mariya Toneva, Alessandro Sordoni, Remi Tachet des Combes, Adam Trischler, Yoshua Bengio, Geoffrey J. Gordon


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