NTMC-Community/MatchZoo

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

60
/ 100
Established

MatchZoo helps you compare and build deep learning models that understand the similarity between different pieces of text. It takes in pairs of texts, like a question and an answer, or two document snippets, and tells you how closely related they are. This is ideal for researchers and data scientists working on advanced text processing applications.

3,855 stars. No commits in the last 6 months. Available on PyPI.

Use this if you need to build or benchmark models for tasks like finding relevant documents, ranking conversational responses, or identifying paraphrased sentences.

Not ideal if you are looking for a simple keyword search tool or don't have experience with deep learning model development.

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

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Stars

3,855

Forks

900

Language

Python

License

Apache-2.0

Category

model-zoos

Last pushed

Aug 02, 2024

Commits (30d)

0

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