Roger P. Levy

Turing-RL reveals that training user simulators for indistinguishability can dramatically improve their performance in simulating human interactions.

LMs encode grammaticality as a distinct feature in their hidden representations, separable from raw string probability and generalizable across languages.

State-of-the-art language models might be too sophisticated: simpler n-gram statistics better explain human reading times.