NTMC-Community/MatchZoo-py

Facilitating the design, comparison and sharing of deep text matching models.

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/ 100
Established

MatchZoo-py helps you quickly build and compare deep learning models that determine how relevant two pieces of text are to each other. You input pairs of text (like a question and a potential answer, or a search query and a document), and it outputs a classification or ranking indicating their relationship. This is ideal for researchers and practitioners working on tasks involving finding connections between different texts.

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

Use this if you need to build, test, and share models for tasks like document retrieval, question answering, or identifying if two sentences mean the same thing.

Not ideal if your task does not involve matching or comparing two distinct pieces of text, or if you don't need deep learning models for text analysis.

information-retrieval question-answering conversational-AI natural-language-processing semantic-matching
Stale 6m No Dependents
Maintenance 0 / 25
Adoption 10 / 25
Maturity 25 / 25
Community 24 / 25

How are scores calculated?

Stars

501

Forks

107

Language

Python

License

Apache-2.0

Category

model-zoos

Last pushed

May 03, 2024

Commits (30d)

0

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