GitHub topics: textrank-python

Repositories

shibing624/pke_zh

pke_zh, python keyphrase extraction for chinese(zh). 中文关键词或关键句提取工具，实现了KeyBert、PositionRank、TopicRank、TextRank等算法，开箱即用。

Language: Python - Size: 13.1 MB - Last synced at: about 17 hours ago - Pushed at: about 1 year ago - Stars: 207 - Forks: 32

aryansk/TextRank-Text-Summarization

This project implements extractive text summarization using the TextRank algorithm, which is inspired by Google's PageRank. It selects the most important sentences from a text by analyzing the relationships between sentences using word embeddings and graph-based ranking.

Language: Jupyter Notebook - Size: 14.6 KB - Last synced at: 2 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0

naiveHobo/TextRank

Implementation of TextRank with the option of using pre-trained Word2Vec embeddings as the similarity metric

Language: Python - Size: 11.7 KB - Last synced at: about 2 months ago - Pushed at: almost 7 years ago - Stars: 57 - Forks: 11

acatovic/textrank

Simple and clean Python implementation of TextRank as per seminal paper by Rada Mihalcea and Paul Tarau. This implementation performs both keyword extraction as well as text summarization.

Language: Python - Size: 9.77 KB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 11 - Forks: 1

ryuryukke/japanese_summarizer

A summarizer for Japanese articles.

Language: Python - Size: 36.1 KB - Last synced at: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 7 - Forks: 0

tsptoni/textrank3 Fork of summanlp/textrank

TextRank implementation in Python 3.

Language: Python - Size: 9.78 MB - Last synced at: almost 2 years ago - Pushed at: over 7 years ago - Stars: 0 - Forks: 0

ceshine/textrank_demo

A simple website demonstrating TextRank's extractive summarization capability.

Language: HTML - Size: 3.54 MB - Last synced at: over 2 years ago - Pushed at: about 4 years ago - Stars: 55 - Forks: 14

esmailza/Query-ranked-list-MapReduce

A MapReduce code to generate Inverse document frequency indexes (inverted index) for a collection of documents. Then the index is used to build a vector space retrieval engine and rank the documents for each query.

Language: Python - Size: 3.91 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0