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.

搜索所有中文NLP数据集，附常用英文NLP数据集

TextRank implementation for Python 3.

The guide to tackle with the Text Summarization

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、句法分析等），无监督或弱监督（种子词）方法

Tensorflow seq2seq Implementation of Text Summarization.

Paper reading list in natural language processing, including dialogue system, text summarization, topic modeling, etc.

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

Multiple implementations for abstractive text summurization , using google colab

Text summarization using seq2seq in Keras

Implementation of a seq2seq model for summarization of textual data. Demonstrated on amazon reviews, github issues and news articles.

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

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)

비지도학습 방법으로 한국어 텍스트에서 단어/키워드를 자동으로 추출하는 라이브러리입니다

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

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

Tensorflow re-implementation of GAN for text summarization

Python Framework for Extractive Text Summarization

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）

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

An implementation of skip-thought vectors in Tensorflow

Text summarization starting from scratch.

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

Persian Text Summarization Agent

A bidirectional encoder-decoder LSTM neural network is trained for text summarization on the cnn/dailymail dataset. (MIT808 project)

A simple python implementation of the Maximal Marginal Relevance (MMR) baseline system for text summarization.

Dataset for CIKM 2018 paper "Multi-Source Pointer Network for Product Title Summarization"

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

💨Making communication📞easier and faster🚅for all 👦 + 👧 + 👴 + 👶 + 🐮 + 🐦 + 🐱