A conflict-specific BERT model beats much larger general-purpose LLMs on classifying political violence texts when the larger models are used off the shelf, and is hundreds of times faster.
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ConfliBERT: A Language Model for Political Conflict
A conflict-specific BERT model beats much larger general-purpose LLMs on classifying political violence texts when the larger models are used off the shelf, and is hundreds of times faster.