73 Open source projects that are alternatives of or similar to TextSummarizer

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Statistical and Semantical Text Summarizer in Persian Language

🌳从中文文本中自动提取关键词和摘要

In a nutshell, this is a Text Summarizer

基于深度学习的中文NLP工具

Module for automatic summarization of text documents and HTML pages.

Frog is an integration of memory-based natural language processing (NLP) modules developed for Dutch. All NLP modules are based on Timbl, the Tilburg memory-based learning software package.

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

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

Document Search Engine Tool

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

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

reimplementing Neural Summarization by Extracting Sentences and Words

Multilingual automatic text summarizer using statistical approach and extraction

Python implementation of TextRank for phrase extraction and summarization of text documents

[AAAI2021] Unsupervised Opinion Summarization with Content Planning

비지도학습 방법으로 한국어 텍스트에서 단어/키워드를 자동으로 추출하는 라이브러리입니다

🎨 🎨NLP 自然语言处理教程 🎨🎨 https://dataxujing.github.io/NLP-paper/

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

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

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

Python Framework for Extractive Text Summarization

An implementation of skip-thought vectors in Tensorflow

On Generating Extended Summaries of Long Documents

maximum entropy based part-of-speech tagger for NLTK

Automatic Text Summarization (English/Arabic).

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

Implementation of algorithm in keyword extraction,including TextRank,TF-IDF and the combination of both

Stanford CoreNLP in idiomatic Clojure.

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.

Abstractive and Extractive Text summarization using Transformers.

The guide to tackle with the Text Summarization

基于Nonebot的QQ群机器人🤖️，特色功能是利用机器学习算法，基于每日聊天记录生成每日总结。可在酷Q/Mirai平台上运行

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

Tensorflow seq2seq Implementation of Text Summarization.

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

An implementation of transformer-based language model for sentence rewriting tasks such as summarization, simplification, and grammatical error correction.

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）

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

Python wrapper for evaluating summarization quality by ROUGE package

A Dataset for Thai Text Summarization with over 310K articles.

搜索所有中文NLP数据集，附常用英文NLP数据集

微博自动摘要系统 Chinese Microblog Automatic Summary System

Tensorflow re-implementation of GAN for text summarization

TextRank algorithm implementation in Javascript

使用tf-idf, TextRank4ZH等不同方式从中文文本中提取关键字，从中文文本中提取摘要和关键词

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.

A demonstration of the PageRank algorithm, using Eigenvectors to assign significance to HTML pages

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

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

TextRank implementation for Python 3.

Personalized PageRank (PPR) on GraphLab PowerGraph

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

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

Scripts for an upcoming blog "Extractive vs. Abstractive Summarization" for RaRe Technologies.

Paper reading list in natural language processing, including dialogue systems and text generation related topics.

教師なし品詞タグ推定

[NAACL2018] Entity Commonsense Representation for Neural Abstractive Summarization

Natural Language Processing notes and implementations.

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