summarization topic

List summarization repositories

pytextrank

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Python implementation of TextRank algorithms ("textgraphs") for phrase extraction

TransformerSum

425
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59
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Models to perform neural summarization (extractive and abstractive) using machine learning transformers and a tool to convert abstractive summarization datasets to the extractive task.

sotawhat

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176
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Returns latest research results by crawling arxiv papers and summarizing abstracts. Helps you stay afloat with so many new papers everyday.

text2text

283
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33
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Text2Text: Crosslingual NLP/G toolkit

NLP-Models-Tensorflow

1.8k
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728
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Gathers machine learning and Tensorflow deep learning models for NLP problems, 1.13 < Tensorflow < 2.0

onnxt5

246
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30
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Summarization, translation, sentiment-analysis, text-generation and more at blazing speed using a T5 version implemented in ONNX.

seq2seq-summarizer

356
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72
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Pointer-generator reinforced seq2seq summarization in PyTorch

lexrank

219
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41
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LexRank algorithm for text summarization

tldr

124
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20
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Text summarizer for golang using LexRank

headlines

526
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150
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Automatically generate headlines to short articles