Popular GitHub Repositories for Textrank

Automatic Web Article Summarizer

:zap: :elephant: TextRank (resource-efficient and low-cost automatic text summarisation) for PHP

Here I sort out some small projects I did in the process of learning NLP.

:art: :art:NLP 自然语言处理教程 :art::art: https://dataxujing.github.io/NLP-paper/

TextGraphs + LLMs + graph ML for entity extraction, linking, ranking, and constructing a lemma graph

Application for processing Chinese text : Sentiment , Keywords , Abstract

In this project, we used the page rank algorithm to extract important sentences as an extractive summary. We used word2vec representation of words to calculate word similarities.

implementation for "TextRank: Bringing Order into Texts" paper by Rada Mihalcea and Paul Tarau

TextRank implementation in Spark using Python

Lightweight and fast library for automatic summary extraction from russian and english texts.

The sentiment-summary module generates summaries from larger bodies of text considering sentence-level sentiment. Multiple summarization algorithms and sentiment analysis engines are supported.

This is a final project. This project is aimed for deep learning and text summarization exercises.