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cs.CL2025
Controlled Territory and Conflict Tracking (CONTACT): (Geo-)Mapping Occupied Territory from Open Source Intelligence
Paul K. Mandal, Cole Leo, Connor Hurley
Open-source intelligence provides a stream of unstructured textual data that can inform assessments of territorial control. We present CONTACT, a framework for territorial control…
cs.CL2025
When is dataset cartography ineffective? Using training dynamics does not improve robustness against Adversarial SQuAD
Paul K. Mandal
In this paper, I investigate the effectiveness of dataset cartography for extractive question answering on the SQuAD dataset. I begin by analyzing annotation artifacts in SQuAD and…