Shypd.aiThe largest open index of AI toolsAwesome-LLM4IE-Papers is an open-source GitHub repository that curates academic papers on generative information extraction using Large Language Models (LLMs). It provides a comprehensive survey and categorized lists of research papers for various IE tasks.
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Awesome-LLM4IE-Papers is a valuable open-source resource hosted on GitHub, dedicated to compiling academic papers focused on generative Information Extraction (IE) using Large Language Models (LLMs). The repository is organized based on a comprehensive survey titled "Large Language Models for Generative Information Extraction: A Survey," which also serves as a guide to the paper organization. It categorizes papers by specific IE tasks such as Named Entity Recognition, Relation Extraction, and Event Extraction, as well as by techniques like Supervised Fine-tuning, Few-shot learning, and Prompt Design. Researchers and practitioners can find recently updated papers, datasets with download links, and contribute suggestions or corrections via email. This resource is essential for staying current with advancements in LLM-driven information extraction.
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