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Lexical semantic content, not syntactic structure, is the main contributor to ANN-brain similarity of fMRI responses in the language network
Representations from artificial neural network (ANN) language models have been shown to predict human brain activity in the language …
Carina Kauf, Greta Tuckute, Roger Levy, Jacob Andreas, Evelina Fedorenko
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Lexical semantic content, not syntactic structure, is the main contributor to ANN-brain similarity of fMRI responses in the language network
A Better Way to Do Masked Language Model Scoring
Estimating the log-likelihood of a given sentence under an autoregressive language model is straightforward: one can simply apply the …
Carina Kauf, Anna A. Ivanova
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A Better Way to Do Masked Language Model Scoring