ChunkUIE: Chunked instruction-based unified information extraction.

Large language models (LLMs) have demonstrated remarkable performance across various linguistic tasks. However, existing LLMs perform inadequately in information extraction tasks for both Chinese and English. Numerous studies attempt to enhance model performance by increasing the scale of training d...

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Bibliographic Details
Main Authors: Wei Li, Yingzhen Liu, Yinling Yang, Ting Zhang, Wei Men
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2025-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0326764
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