123 Open source projects that are alternatives of or similar to Transformersum

LexRank for Korean.

Few-shot learning framework for opinion summarization published at EMNLP 2020.

Basic statistics for Julia

🔍 Haystack is an open source NLP framework that leverages Transformer models. It enables developers to implement production-ready neural search, question answering, semantic document search and summarization for a wide range of applications.

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

(COLING'18) The source code for the paper "Structure-Infused Copy Mechanisms for Abstractive Summarization".

The repo containing the Critical Role Dungeons and Dragons Dataset.

Abstractive and Extractive Text summarization using Transformers.

Code and pretrained model for paper "Learning to Summarize Radiology Findings"

Notetaking Electron app that can answer your questions and makes summaries for you

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

Automatic Text Summarization with Machine Learning

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

Python Framework for Extractive Text Summarization

자연어 처리와 텍스트 분석을 위한 오픈소스 파이썬 라이브러리 입니다.

A text document will be provided and it'll produce it's summary

US Bill Summarization Corpus

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

The pytorch implementation of paper "DeepChannel: Salience Estimation by Contrastive Learning for Extractive Document Summarization"

Technical Pieces collected in practices

FactSumm: Factual Consistency Scorer for Abstractive Summarization

Returns latest research results by crawling arxiv papers and summarizing abstracts. Helps you stay afloat with so many new papers everyday.

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

Text2Text: Cross-lingual natural language processing and generation toolkit

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

pytorch implementation of "Get To The Point: Summarization with Pointer-Generator Networks"

[EMNLP 2019] Mixture Content Selection for Diverse Sequence Generation (Question Generation / Abstractive Summarization)

A small NLP SAAS project that summarize a webpage

A well-structured summarization dataset for the Persian language!

Paper Lists, Notes and Slides, Focus on NLP. For summarization, please refer to https://github.com/xcfcode/Summarization-Papers

TextDigester: document summarization java library

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

Automatically generate headlines to short articles

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）

[2021 훈민정음 한국어 음성•자연어 인공지능 경진대회] 대화요약 부문 알라꿍달라꿍 팀의 대화요약 학습 및 추론 코드를 공유하기 위한 레포입니다.

Gathers machine learning and Tensorflow deep learning models for NLP problems, 1.13 < Tensorflow < 2.0

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

A python library to compute rouge score for summarization

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

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)

Document Search Engine Tool

Module for automatic summarization of text documents and HTML pages.

🚀🚀 Fetch, parse, categorize, summarize user reviews 🚀🚀

🌀 ⚡️ 🌍 TextRank (automatic text summarization) for PHP8

Text summarizer for golang using LexRank

a contextual, biasable, word-or-sentence-or-paragraph extractive summarizer powered by the latest in text embeddings (Bert, Universal Sentence Encoder, Flair)

Code for the ACL 2018 paper "Neural Document Summarization by Jointly Learning to Score and Select Sentences"

Abstractive summarisation using Bert as encoder and Transformer Decoder

😉 🌀 🍓 TextRank implementation in Golang with extendable features (summarization, phrase extraction) and multithreading (goroutine) support (Go 1.8, 1.9, 1.10)

A Javascript implementation of the Recall-Oriented Understudy for Gisting Evaluation (ROUGE) evaluation metric for summaries.

On Generating Extended Summaries of Long Documents

non-anonymized cnn/dailymail dataset for text summarization

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

LexRank algorithm for text summarization

Datasets I have created for scientific summarization, and a trained BertSum model

Models for automatic abstractive summarization

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

Pointer-generator reinforced seq2seq summarization in PyTorch

Code for "A Hierarchical End-to-End Model for Jointly Improving Text Summarization and Sentiment Classification" (IJCAI 2018)