Instruction-tuned Mistral 7B achieves modestly higher F1 than CNN/LSTM on next merchant category prediction, but the evaluation lacks significance tests and the weighted F1 is dominated by an 'Other' class.
”Can Generative AI improve social science?” Proceedings of the National Academy of Sciences 121.21 (2024)
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Instruction-Based Fine-tuning of Open-Source LLMs for Predicting Customer Purchase Behaviors
Instruction-tuned Mistral 7B achieves modestly higher F1 than CNN/LSTM on next merchant category prediction, but the evaluation lacks significance tests and the weighted F1 is dominated by an 'Other' class.