A LoRA-fine-tuned generative LLM that outputs JSON entities and spans achieves F1 0.945 on CCKS 2019, beating the previous best 0.934.
In: 2023 IEEE International Conference on Data Mining (ICDM)
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Harnessing Generative LLMs for Enhanced Financial Event Entity Extraction Performance
A LoRA-fine-tuned generative LLM that outputs JSON entities and spans achieves F1 0.945 on CCKS 2019, beating the previous best 0.934.