Tasnim Kabir

Um, Actually: Timely and Calibrated Fact-Checking with DIVER

Fact verification pipelines are often unrealistic: they assume full-input access, operate on isolated atomic claims, and overlook the central question of when a system should act under partial evidence. We introduce DIVER (Deliberative and Iterative fact VERification), an LLM -based framework for calibrated incremental...

AUDITA: A New Dataset to Audit Whether Humans or AI are Better at Audio QA . Findings