zjunlp/DeepKE

An Open Toolkit for Knowledge Graph Extraction and Construction published at EMNLP2022 System Demonstrations.

PythonJupyter NotebookOthernlpdeep-learningpromptpytorchinformation-extractionknowledge-graphnamed-entity-recognitionchinesenermulti-modalbertkgrelation-extractionlightnerfew-shotlow-resourcedocument-levelattribute-extractionknowpromptdeepke
This is stars and forks stats for /zjunlp/DeepKE repository. As of 06 May, 2024 this repository has 2369 stars and 565 forks.

English | 简体中文 A Deep Learning Based Knowledge Extraction Toolkitfor Knowledge Graph Construction DeepKE is a knowledge extraction toolkit for knowledge graph construction supporting cnSchema,low-resource, document-level and multimodal scenarios for entity, relation and attribute extraction. We provide documents, Google Colab tutorials, online demo, paper, slides and poster for beginners. ❗Want to use Large Language Models with DeepKE? Try DeepKE-LLM with KnowLM, have fun! ❗Want to train supervised...
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