搜索所有中文NLP数据集，附常用英文NLP数据集

Module for automatic summarization of text documents and HTML pages.

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.

Easy to use extractive text summarization with BERT

Summarize existing representative LLMs text datasets.

The guide to tackle with the Text Summarization

code for EMNLP 2019 paper Text Summarization with Pretrained Encoders

TextRank implementation for Python 3.

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.

Python implementation of TextRank algorithm for automatic keyword extraction and summarization using Levenshtein distance as relation between text units. This project is based on the paper "TextRank: Bringing Order into Text" by Rada Mihalcea and Paul Tarau. https://web.eecs.umich.edu/~mihalcea/papers/mihalcea.emnlp04.pdf

Node module that summarizes text using a naive summarization algorithm

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)

Tensorflow seq2seq Implementation of Text Summarization.

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

Multiple implementations for abstractive text summurization , using google colab

Code for ACL 2020 paper: "Extractive Summarization as Text Matching"

An Exhaustive Paper List for Text Summarization

This is the code for "How to Make a Text Summarizer - Intro to Deep Learning #10" by Siraj Raval on Youtube

Automatic summarizer text in Swift

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

An efficient implementation of the popular sequence models for text generation, summarization, and translation tasks. https://arxiv.org/pdf/2106.04718.pdf

中文文本摘要（text summarization）工具包, 抽取式中文文本摘要 Extractive text summary of Lead3、keyword、textrank、text teaser、word significance、LDA、LSI、NMF。（graph，feature，topic model，summarize tool or tookit）

비지도학습 방법으로 한국어 텍스트에서 단어/키워드를 자동으로 추출하는 라이브러리입니다

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

ACL 2022: BRIO: Bringing Order to Abstractive Summarization

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

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

Text summarization using seq2seq in Keras

An open-source text summarization toolkit for non-experts. EMNLP'2021 Demo