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Top 6 abstractive-text-summarization open source projects

ACL 2020 Unsupervised Opinion Summarization as Copycat-Review Generation

✭ 76

python data-science machine-learning natural-language-processing deep-learning algorithms amazon reviews yelp vae summarization natural-language-generation abstractive-text-summarization abstractive-summarization opinion-summarization

gazeta

Gazeta: Dataset for automatic summarization of Russian news / Газета: набор данных для автоматического реферирования на русском языке

✭ 25

python machine-learning dataset text-summarization summarization abstractive-text-summarization abstractive-summarization text-summarisation russian-language summarization-corpora summarization-dataset abstractive-summarization-dataset

xl-sum

This repository contains the code, data, and models of the paper titled "XL-Sum: Large-Scale Multilingual Abstractive Summarization for 44 Languages" published in Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021.

PlanSum

[AAAI2021] Unsupervised Opinion Summarization with Content Planning

✭ 25

python sentiment-analysis amazon text-generation reviews yelp opinions text-summarization summarization opinion-mining unsupervised-learning natural-language-generation rotten-tomatoes abstractive-text-summarization abstractive-summarization content-planning opinion-summarization

data-summ-cnn dailymail

non-anonymized cnn/dailymail dataset for text summarization

✭ 12

python dataset summarization cnn-dailymail abstractive-text-summarization

DocSum

A tool to automatically summarize documents abstractively using the BART or PreSumm Machine Learning Model.

✭ 58

python Jupyter Notebook nlp pdf machine-learning xml transformers bart text-summarization summarization xml-parser automatic-summarization abstractive-text-summarization abstractive-summarization

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