#324 · Primary category: AI Tool Directories & Curated Lists

PromptKG

awsome-list demo-tuning dialogue genkgc knowledge-graph knowledge-informed-prompt-learning lambdakg link-prediction natural-language-processing nlp paper paper-list prompt-tuning promptkg pytorch question-answering relation-extraction retrieval-augmented retrievalre retroprompt

PromptKG Family: a Gallery of Prompt Learning & KG-related research works, toolkits, and paper-list.

Project last updated:03/22/24

GitHub Stars

733

Forks

76

Contributors

15

License

MIT

Why we included this project

PromptKG is a research hub for the intersection of prompt learning and knowledge graphs, maintained by the ZJU NLP group. It gathers papers on both directions of that relationship, knowledge as prompts and prompts for knowledge, and pairs them with survey links and tutorial slides, so you can follow a thread from a paper back to its original PDF without much hunting. Two small PyTorch libraries come with it: lambdaKG for PLM-based knowledge graph embeddings and deltaKG for editing those embeddings, plus notebooks aimed at beginners. That makes it a practical starting point whether you are scoping a literature review or want a codebase to build experiments on.

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