Ask a paper anything
Below is a real publication, already read by Scholarly. Try the question box — the assistant answers using only the paper's content.
AI Explanation
VerifiedThe authors show that forcing a language model to re-read a document before answering cuts factual errors by 38% compared to single-pass reading. The gain is largest on questions that require combining facts from distant pages.
Their method, ReRead, adds no new training data — just a structured second pass with a self-check step that flags uncertain spans before the final answer.