text-summarization

搜索所有中文NLP数据集，附常用英文NLP数据集

文本挖掘和预处理工具（文本清洗、新词发现、情感分析、实体识别链接、关键词抽取、知识抽取、句法分析等），无监督或弱监督方法

Learn how to process, classify, cluster, summarize, understand syntax, semantics and sentiment of text data with the power of Python! This repository contains code and datasets used in my book, "Text Analytics with Python" published by Apress/Springer.

The guide to tackle with the Text Summarization

TextRank implementation for Python 3.

Tensorflow seq2seq Implementation of Text Summarization.

Well tested & Multi-language evaluation framework for text summarization.

1 line for thousands of State of The Art NLP models in hundreds of languages The fastest and most accurate way to solve text problems.

自然语言处理工具Macropodus，基于Albert+BiLSTM+CRF深度学习网络架构，中文分词，词性标注，命名实体识别，新词发现，关键词，文本摘要，文本相似度，科学计算器，中文数字阿拉伯数字(罗马数字)转换，中文繁简转换，拼音转换。tookit(tool) of NLP，CWS(chinese word segnment)，POS(Part-Of-Speech Tagging)，NER(name entity recognition)，Find(new words discovery)，Keyword(keyword extraction)，Summarize(text summarization)，Sim(text similarity)，Calculate(scientific calculator)，Chi2num(chinese number to arabic number)

Multiple implementations for abstractive text summurization , using google colab

中文文本生成（NLG）之文本摘要（text summarization）工具包, 语料数据(corpus data), 抽取式摘要 Extractive text summary of Lead3、keyword、textrank、text teaser、word significance、LDA、LSI、NMF。（graph，feature，topic model，summarize tool or tookit）

Text summarization using seq2seq in Keras

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

비지도학습 방법으로 한국어 텍스트에서 단어/키워드를 자동으로 추출하는 라이브러리입니다

Pytorch implementation of "A Deep Reinforced Model for Abstractive Summarization" paper and pointer generator network

텍스트 요약 분야의 주요 연구 주제, Must-read Papers, 이용 가능한 model 및 data 등을 추천 자료와 함께 정리한 저장소입니다.

An open-source text summarization toolkit for non-experts.

ROUGE automatic summarization evaluation toolkit. Support for ROUGE-[N, L, S, SU], stemming and stopwords in different languages, unicode text evaluation, CSV output.

Python wrapper for evaluating summarization quality by ROUGE package

Code for paper "Discourse-Aware Neural Extractive Text Summarization" (ACL20)

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.

Preparing a dataset for TensorFlow text summarization (TextSum) model.

Tensorflow re-implementation of GAN for text summarization

Resources for the "Evaluating the Factual Consistency of Abstractive Text Summarization" paper

Python Framework for Extractive Text Summarization

Resources for the "CTRLsum: Towards Generic Controllable Text Summarization" paper

Library of state-of-the-art models (PyTorch) for NLP tasks

Text summarization starting from scratch.

A module for E-mail Summarization which uses clustering of skip-thought sentence embeddings.

An implementation of skip-thought vectors in Tensorflow