210 Open source projects that are alternatives of or similar to awesome-text-summarization

Abstractive and Extractive Text summarization using Transformers.

[NAACL2018] Entity Commonsense Representation for Neural Abstractive Summarization

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.

[AAAI2021] Unsupervised Opinion Summarization with Content Planning

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

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

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

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

Lectures in Urban Data Science Lab, Seoul

Sentence Similarity Estimator (SenSim)

Text mining cancer biomarkers for the CIVIC database

🔬 Очистка датасетов от мусора (нормализация, препроцессинг)

A small NLP SAAS project that summarize a webpage

Text Mining for Indonesian Online News Articles About Corona

This case study shows how to create a model for text analysis and classification and deploy it as a web service in Azure cloud in order to automatically classify support tickets. This project is a proof of concept made by Microsoft (Commercial Software Engineering team) in collaboration with Endava http://endava.com/en

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

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

Jupyter notebooks for our O'Reilly book "Blueprints for Text Analysis Using Python"

Website for "A survey of learning to hash for Computer Vision" https://learning2hash.github.io

Extracting biomedical relationships from literature with Snorkel 🏊

🇺🇸 Search and Extract Corpus Elements from 'The American Presidency Project'

TextRank implementation for C#

Document Search Engine Tool

R.TeMiS: R Text Mining Solution

IPO Investment via Text Mining.

Using Word2Vec to explore semantic similarities between the entities of "A Song of Ice and Fire" ("Game of Thrones").

Build a Flask web application to help users retrieve key restaurant information and feature-based reviews (generated by applying market-basket model – Apriori algorithm and NLP on user reviews).

This workshop introduces participants to the Learning Analytics (LA), and provides a brief overview of LA methodologies, literature, applications, and ethical issues as they relate to STEM education.

Projects & Libraries related to Quran & Arabic Language

中文复合事件抽取，能识别文本的模式，包括条件事件、顺承事件、反转事件等，可以用于文本逻辑性分析。

In a nutshell, this is a Text Summarizer

Notebooks for teaching Named Entity Recognition at the Cultural Heritage Data School, run by Cambridge Digital Humanities

Explaining textual analysis tools in Python. Including Preprocessing, Skip Gram (word2vec), and Topic Modelling.

📊 Tools to Perform ‘Misinformation’ Analysis on a Text Corpus (wrapper for methods in https://github.com/PDXBek/Misinformation)

Mixing Dirichlet Topic Models and Word Embeddings to Make lda2vec from this paper https://arxiv.org/abs/1605.02019

Tools for fast text stemming & lemmatization

Abstractive text summarization based on deep learning and semantic content generalization

Make a DocumentTermMatrix faster

Distant Reader, a tool for using & understanding a corpus

TEANAPS 라이브러리를 활용한 자연어 처리와 텍스트 분석 방법론에 대해 다룹니다.

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

No description or website provided.

Runs a pubmed query, returns results and allows user to explore high-level structure of returned documents

TextDigester: document summarization java library

An easy-to-use library to extract indices from texts.

【微信公众号：大邓和他的python】, Python语法快速入门https://www.bilibili.com/video/av44384851 Python网络爬虫快速入门https://www.bilibili.com/video/av72010301, 我的联系邮箱[email protected]

Conversational text Analysis using various NLP techniques

Some papers and datasets about Data-To-Text Generation

Vancouver Event and Relation System for Extraction

A Python Bot for Scraping Conversations from Twitter

Use-cases of Hugging Face's BERT (e.g. paraphrase generation, unsupervised extractive summarization).

Framework for information extraction from tables

Flexible and powerful platform for biomedical information extraction from text

Document Enrichment plugin for Elasticsearch

R package to Embed All the Things! using StarSpace

A Locality Sensitive Hashing (LSH) library with an emphasis on large, highly-dimensional datasets.

Term frequency–inverse document frequency for Chinese novel/documents implemented in python.

📖 Sacred texts in R

Just a crawler based on tg-cli for Telegram. Deprecated by now, please use telegram-export.

ACL 2020 Unsupervised Opinion Summarization as Copycat-Review Generation