AIKevin/Pointer_Generator_Summarizer

Pointer Generator Network: Seq2Seq with attention, pointing and coverage mechanism for abstractive summarization.

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Emerging

This tool helps researchers and deep learning practitioners automatically create concise summaries from long articles. You input pre-processed text data in a .bin format, and it outputs an abstractive summary. It's designed for those exploring or building upon neural network models for text summarization.

No commits in the last 6 months.

Use this if you are a machine learning researcher or student who wants to train and experiment with an existing Pointer Generator Network model as a baseline for abstractive text summarization.

Not ideal if you need a ready-to-use summarization tool for general documents or if you're not comfortable with deep learning model training and data preprocessing.

deep-learning-research natural-language-processing text-summarization academic-research machine-learning-engineering
Stale 6m No Package No Dependents
Maintenance 0 / 25
Adoption 6 / 25
Maturity 16 / 25
Community 16 / 25

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Stars

18

Forks

7

Language

Python

License

Last pushed

Jul 26, 2019

Commits (30d)

0

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