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Erick Skorupa Parolin

3 accepted papers

2024

Leveraging Codebook Knowledge with NLI and ChatGPT for Zero-Shot Political Relation Classification

ACL 2024long

Is it possible accurately classify political relations within evolving event ontologies without extensive annotations? This study investigates zero-shot learning methods that use expert knowledge from existing annotation codebook, and evaluates the performance of advanced ChatGPT (GPT-3.5/4) and a n…

2022

ConfliBERT: A Pre-trained Language Model for Political Conflict and Violence

NAACL 2022long

Analyzing conflicts and political violence around the world is a persistent challenge in the political science and policy communities due in large part to the vast volumes of specialized text needed to monitor conflict and violence on a global scale. To help advance research in political science, we…

2022

Controllable Fake Document Infilling for Cyber Deception

EMNLP 2022finding

Recent works in cyber deception study how to deter malicious intrusion by generating multiple fake versions of a critical document to impose costs on adversaries who need to identify the correct information. However, existing approaches are context-agnostic, resulting in sub-optimal and unvaried out…