160 Open source projects that are alternatives of or similar to Sumy

LexRank algorithm for text summarization

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

Automatic Text Summarization with Machine Learning

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

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

安卓开发总结——附带VPN翻墙

Unofficial PyTorch Implementation of SUM-GAN from "Unsupervised Video Summarization with Adversarial LSTM Networks" (CVPR 2017)

The repo containing the Critical Role Dungeons and Dragons Dataset.

👋 ML/DL学习笔记（基础+论文）

Golang PDF library for creating and processing PDF files (pure go)

The notes for Math, Machine Learning, Deep Learning and Research papers.

Papers and Book to look at when starting NLP 📚

Uses frequency analysis to summarize text.

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

IssuesにNLP（自然言語処理）に関連するの論文を読んだまとめを書いています．雑です．🚧 マークは編集中の論文です（事実上放置のものも多いです）．🍡 マークは概要のみ書いてます（早く見れる的な意味で団子）．

Text summarizer for golang using LexRank

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

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

Summaries of machine learning papers

📖 Labeled examples from wiki dumps in Python

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

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

TextRank implementation for Python 3.

A collection of session summaries in markdown format, from WWDC 20, 19 & 17

Tika-Python is a Python binding to the Apache Tika™ REST services allowing Tika to be called natively in the Python community.

🚴 iOS面试题 (iOS interview) && iOS Dev Notes ,Git ...

Official codes for the paper: A Unified Model for Extractive and Abstractive Summarization using Inconsistency Loss.

Python wrapper for evaluating summarization quality by ROUGE package

📄 Deep Learning 中 Sentiment Analysis 論文統整與分析 😀😡☹️😭🙄🤢

🌀 ⚡️ 🌍 TextRank (automatic text summarization) for PHP8

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

A general list of resources to image text localization and recognition 场景文本位置感知与识别的论文资源与实现合集 シーンテキストの位置認識と識別のための論文リソースの要約

A command line tool to generate a summary.md for Gitbook

토비의 스프링 3.1 서적과 백기선님의 강좌를 토대로 스프링의 핵심 기술을 정리했습니다.

☁️ Azure summary in bullet points

Lecture summarization with BERT

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

Models for automatic abstractive summarization

paper summary of Association for Computational Linguistics

Apache Tika bindings for PHP: extract text and metadata from documents, images and other formats

📚Survey of previous research and related works on machine learning (especially Deep Learning) in Japanese

Multi-document summarization tool relying on ILP and sentence fusion

The PyTorch Implementation of SummaRuNNer

A curated list of repositories for my book Machine Learning Solutions.

Notes for Deep Learning Specialization Courses led by Andrew Ng.

PDF Reader Library for Native Julia.

Reworked https://www.readability.com/ parsing library (now https://mercury.postlight.com/ is living alternative)

LexRank for Korean.

Calculating ROUGE score between two files (line-by-line)

Useful information about PyTorch modules (FLOPs, MACs, receptive field, etc.)

☁️ AWS summary in bullet points

Codebase for the Summary Loop paper at ACL2020

🔍 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.

Heuristic text extraction from news sites in Python3

AWS Lambda functions to extract text from various binary formats.

This repository has moved! https://github.com/unidoc/unipdf

Collection of popular and reproducible image denoising works.

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

A simple library for parsing, modifying, and composing SRT files.

A Python wrapper for the ROUGE summarization evaluation package