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Shreyas Meher and Patrick T. Brandt demonstrate how state-of-the-art language models can be efficiently adapted for political event classification, achieving up to 1400% improvement in accuracy while remaining computationally accessible. Read more here: journals.sagepub.com/doi/full/10....
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We present ConflLlama, demonstrating how efficient fine-tuning of large language models can advance automated classification tasks in political science research...
journals.sagepub.com
ConflLlama: Domain-specific adaptation of large language models for conflict event classification - Shreyas Meher, Patrick T. Brandt, 2025
Research & Politics