IDEA-CCNL/GTS-Engine

GTS Engine: A powerful NLU Training System。GTS引擎(GTS-Engine)是一款开箱即用且性能强大的自然语言理解引擎,聚焦于小样本任务,能够仅用小样本就能自动化生产NLP模型。

46
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Emerging

This project helps businesses and individuals automatically create powerful AI models for understanding human language, even when they only have a small amount of example data. You provide your text data (like customer reviews or news articles) and their corresponding categories or labels. The system then automatically generates a ready-to-use AI model for tasks like classifying text, determining text similarity, or extracting information. It's ideal for business owners, product managers, or data analysts who need custom NLP models without extensive data or deep AI expertise.

No commits in the last 6 months. Available on PyPI.

Use this if you need to build custom Natural Language Understanding (NLU) models for tasks like text classification or information extraction, but have limited data or technical resources.

Not ideal if you're looking for a simple, pre-trained model for common tasks without any custom training or if you need to perform very niche NLP tasks not supported by the engine.

text-classification natural-language-processing AI-model-generation information-extraction small-data-AI
Stale 6m
Maintenance 0 / 25
Adoption 9 / 25
Maturity 25 / 25
Community 12 / 25

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Stars

93

Forks

10

Language

Python

License

Apache-2.0

Last pushed

Feb 28, 2023

Commits (30d)

0

Dependencies

17

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