2 papers
cs.CL2024
ConfliBERT: A Language Model for Political Conflict
Patrick T. Brandt, Sultan Alsarra, Vito J. D`Orazio +5
Conflict scholars have used rule-based approaches to extract information about political violence from news reports and texts. Recent Natural Language Processing developments move…
cs.CL2024
Leveraging Codebook Knowledge with NLI and ChatGPT for Zero-Shot Political Relation Classification
Yibo Hu, Erick Skorupa Parolin, Latifur Khan +3
Is it possible accurately classify political relations within evolving event ontologies without extensive annotations? This study investigates zero-shot learning methods that use e…