Reconstructing the cascade of language processing in the brain using the internal computations of a transformer-based language model
Piecing together the meaning of a narrative requires understanding not only the individual
words but also the intricate relationships between them. How does the brain construct this …
words but also the intricate relationships between them. How does the brain construct this …
Testing the limits of natural language models for predicting human language judgements
T Golan, M Siegelman, N Kriegeskorte… - Nature Machine …, 2023 - nature.com
Neural network language models appear to be increasingly aligned with how humans
process and generate language, but identifying their weaknesses through adversarial …
process and generate language, but identifying their weaknesses through adversarial …
[PDF][PDF] Shared functional specialization in transformer-based language models and the human brain
Humans use complex linguistic structures to transmit ideas to one another. The brain is
thought to deploy specialized computations to process these structures. Recently, a new …
thought to deploy specialized computations to process these structures. Recently, a new …
[PDF][PDF] Testing the limits of natural language models for predicting human language judgements
C Baldassano - … .zuckermaninstitute.columbia.edu
Neural network language models appear to be increasingly aligned with how humans
process and generate language, but identifying their weaknesses through adversarial …
process and generate language, but identifying their weaknesses through adversarial …