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

Python wrapper for evaluating summarization quality by ROUGE package

Abstractive summarisation using Bert as encoder and Transformer Decoder

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

Basic statistics for Julia

🌀 ⚡️ 🌍 TextRank (automatic text summarization) for PHP8

Pointer-generator reinforced seq2seq summarization in PyTorch

Collection of popular and reproducible image denoising works.

船长关于机器学习、计算机视觉和工程技术的总结和分享

Model summary in PyTorch similar to `model.summary()` in Keras

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

No description or website provided.

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

Summary Explorer is a tool to visually explore the state-of-the-art in text summarization.

☁️ Azure summary in bullet points

ACL 2020 Unsupervised Opinion Summarization as Copycat-Review Generation

Lecture summarization with BERT

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

SideNet: Neural Extractive Summarization with Side Information

Models for automatic abstractive summarization

Get text content from any file

paper summary of Association for Computational Linguistics

A word embeddings-based semi-supervised model for document scaling

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

Text2Text: Cross-lingual natural language processing and generation toolkit

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

TextRank implementation for C#

Multi-document summarization tool relying on ILP and sentence fusion

Summarizes videos into much shorter videos. Ideal for long lecture videos.

The PyTorch Implementation of SummaRuNNer

This is a repository for summarizing papers especially related to machine learning.

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

A simple office file reader can extract content and summary information from .doc,.docx,.ppt,.pptx files without Microsoft Office or interop.

Notes for Deep Learning Specialization Courses led by Andrew Ng.

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

PDF Reader Library for Native Julia.

Summary of machine learning papers

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

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

LexRank for Korean.

[NAACL2018] Entity Commonsense Representation for Neural Abstractive Summarization

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

[AAAI2021] Unsupervised Opinion Summarization with Content Planning

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

🔥 This web app extracts text in an image.

☁️ AWS summary in bullet points

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

Codebase for the Summary Loop paper at ACL2020

Ramp up your custom natural language processing (NLP) task, allowing you to bring your own data, use your preferred frameworks and bring models into production.

🔍 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.

source code for 'Improving automatic source code summarization via deep reinforcement learning'

Heuristic text extraction from news sites in Python3

Source code for the NAACL 2019 paper "SEQ^3: Differentiable Sequence-to-Sequence-to-Sequence Autoencoder for Unsupervised Abstractive Sentence Compression"

AWS Lambda functions to extract text from various binary formats.

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

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

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

Large-scale multi-document summarization dataset and code

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