Decoding Language Model Behavior: Genre-Based Activation Analysis

This research explores a novel approach to understanding language models by analyzing activations in relation to text genre. The focus on genre chunks offers a potentially more interpretable way to understand model behavior compared to token-level analysis.

• •The paper moves beyond token-level analysis for understanding language models.
• •It utilizes text genre as a key factor in interpreting model activations.
• •This approach aims to improve the interpretability of language model decision-making.