RJ Antonello
@rjantonello.bsky.social
Postdoc in the Mesgarani Lab. Studying how we can use AI to understand language processing in the brain.
We show that the model we outperforms less interpretable models built out of the hidden states of LLMs, especially in low data settings. Our model is so compact that it can be fully illustrated in a single figure! 2/6
August 18, 2025 at 9:42 AM
We show that the model we outperforms less interpretable models built out of the hidden states of LLMs, especially in low data settings. Our model is so compact that it can be fully illustrated in a single figure! 2/6
In our new paper, we explore how we can build encoding models that are both powerful and understandable. Our model uses an LLM to answer 35 questions about a sentence's content. The answers linearly contribute to our prediction of how the brain will respond to that sentence. 1/6
August 18, 2025 at 9:42 AM
In our new paper, we explore how we can build encoding models that are both powerful and understandable. Our model uses an LLM to answer 35 questions about a sentence's content. The answers linearly contribute to our prediction of how the brain will respond to that sentence. 1/6