83 Open source projects that are alternatives of or similar to DeepChannel

TextRank implementation for Python 3.

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

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

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

Official code repository for "Exploring Neural Models for Query-Focused Summarization".

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

Abstractive summarisation using Bert as encoder and Transformer Decoder

A Python wrapper for the ROUGE summarization evaluation package

SideNet: Neural Extractive Summarization with Side Information

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

Models for automatic abstractive summarization

A python library to compute rouge score for summarization

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

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

Module for automatic summarization of text documents and HTML pages.

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

🔍 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.

Pointer-generator reinforced seq2seq summarization in PyTorch

A well-structured summarization dataset for the Persian language!

ACL 2020 Unsupervised Opinion Summarization as Copycat-Review Generation

Papers and Book to look at when starting NLP 📚

Technical Pieces collected in practices

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

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

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

Text summarizer for golang using LexRank

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

Python wrapper for evaluating summarization quality by ROUGE package

The repo containing the Critical Role Dungeons and Dragons Dataset.

Summarization Papers

Multi-document summarization tool relying on ILP and sentence fusion

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

LexRank for Korean.

paribhasha.herokuapp.com/

Codebase for the Summary Loop paper at ACL2020

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

Automatically generate headlines to short articles

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

Basic statistics for Julia

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

No description or website provided.

Lecture Notes of Andrew Ng's Machine Learning Course

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

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

Automatic Text Summarization with Machine Learning

🌀 ⚡️ 🌍 TextRank (automatic text summarization) for PHP8

📖 Using deep learning and scraping to analyze/summarize articles! Just drop in any URL!

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

Text2Text: Cross-lingual natural language processing and generation toolkit

Code for EMNLP 2021 paper "Topic-Aware Contrastive Learning for Abstractive Dialogue Summarization"

TextDigester: document summarization java library

LexRank algorithm for text summarization

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

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

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

FactSumm: Factual Consistency Scorer for Abstractive Summarization

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

Code for "Improving Semantic Relevance for Sequence-to-Sequence Learning of Chinese Social Media Text Summarization"

Large-scale multi-document summarization dataset and code

Lecture summarization with BERT