R1 and R2 correctly point out that relating intermediate representations in neural networks to brain

Neural Information Processing Systems 

We thank the reviewers for the thoughtful comments and attempt to address their questions, space permitting. We propose a framework to start changing this status-quo. We will clarify this in the main text. Predicting fMRI directly from language networks is nonetheless interesting future work. We will include plots for all models.

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