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Omar Sharif

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#natural language process... Preprint Aug 2026

Improving Information Extraction with Learned Queries

This paper shows that another part of the pipeline matters at least as much: the queries used to elicit information extraction, and introduces List of Questions (LoQ), which generates document-specific question sets, and FeedQ, a feedback-driven optimization method that iteratively refines questions against extraction outcomes.

Omar Sharif, S. Vosoughi, Nikhil Singh · 0 citations