Dana Ramati

Eliciting Textual Descriptions from Representations of Continuous Prompts

Continuous prompts, or “soft prompts”, are a widely-adopted parameter-efficient tuning strategy for large language models, but are often less favorable due to their opaque nature. Prior attempts to interpret continuous prompts relied on projecting individual prompt tokens onto the vocabulary space.…