Module for automatic summarization of text documents and HTML pages.

Easy to use extractive text summarization with BERT

The guide to tackle with the Text Summarization

code for EMNLP 2019 paper Text Summarization with Pretrained Encoders

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.

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

An Exhaustive Paper List for Text Summarization

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）

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

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

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

SummVis is an interactive visualization tool for text summarization.

Automatic text summarization

LexRank algorithm for text summarization

A seq2seq model that can generate summaries from fine food reviews on Amazon.

An AI-powered text summarization Telegram bot that generates concise summaries of text, URLs, PDFs, and YouTube videos.

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

A python library for simple text summarization

No description available

基于Transformer的生成式文本摘要

A tutorial for Automatic Text Summarization using TextRank algorithm.

Abstractive Text Summarization using Transformer

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