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Repositories in this selection 5 · UTC 2026-11-03

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1PaddlePaddle / PaddleNLPEasy-to-use and powerful LLM and SLM library with awesome model zoo.PythonApache-2.0 · PermissiveInsufficient rank history12,9873,019——2026-05-23

2zjunlp / DeepKE[EMNLP 2022] An Open Toolkit for Knowledge Graph Extraction and ConstructionPythonMIT · PermissiveInsufficient rank history4,490748——2026-07-13

3yifanfeng97 / Hyper-ExtractHypergraph is more powerful. Transform unstructured text into structured knowledge with LLMs. Graphs, hypergraphs, and spatio-temporal extractions — with one command.PythonNOASSERTION · Restricted / unknownInsufficient rank history4,210483——2026-11-03

4urchade / GLiNERGeneralist and Lightweight Model for Named Entity Recognition (Extract any entity types from texts)PythonApache-2.0 · PermissiveInsufficient rank history4,200324——2026-10-31

5snipsco / snips-nluSnips Python library to extract meaning from textPythonApache-2.0 · PermissiveInsufficient rank history3,975502——2023-05-22

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