keyword-extraction

There are 374 repositories under keyword-extraction topic.

  • vi3k6i5/flashtext

    Extract Keywords from sentence or Replace keywords in sentences.

    Language:Python5.6k141113593
  • KeyBERT

    MaartenGr/KeyBERT

    Minimal keyword extraction with BERT

    Language:Python3.3k32189330

  • letiantian/TextRank4ZH

    :deciduous_tree:从中文文本中自动提取关键词和摘要

    Language:Python3.2k10234841

  • blmoistawinde/HarvestText

    文本挖掘和预处理工具（文本清洗、新词发现、情感分析、实体识别链接、关键词抽取、知识抽取、句法分析等），无监督或弱监督方法

    Language:Python2.3k5546330

  • LIAAD/yake

    Single-document unsupervised keyword extraction

    Language:Python1.6k3066227

  • boudinfl/pke

    Python Keyphrase Extraction module

    Language:Python1.5k31146291

  • csurfer/rake-nltk

    Python implementation of the Rapid Automatic Keyword Extraction algorithm using NLTK.

    Language:Python1k3242195

  • ArtistScript/FastTextRank

    中文文本摘要/关键词提取

    Language:Python4258780

  • sunyilgdx/SIFRank_zh

    Keyphrase or Keyword Extraction 基于预训练模型的中文关键词抽取方法（论文SIFRank: A New Baseline for Unsupervised Keyphrase Extraction Based on Pre-trained Language Model 的中文版代码）

    Language:Python41683080

  • lovit/KR-WordRank

    비지도학습 방법으로 한국어 텍스트에서 단어/키워드를 자동으로 추출하는 라이브러리입니다

    Language:Python344111257

  • retextjs/retext-keywords

    plugin to extract keywords and key-phrases

    Language:JavaScript322171832

  • vgrabovets/multi_rake

    Multilingual Rapid Automatic Keyword Extraction (RAKE) for Python

    Language:Python26491438

  • TimSchopf/KeyphraseVectorizers

    Set of vectorizers that extract keyphrases with part-of-speech patterns from a collection of text documents and convert them into a document-keyphrase matrix.

    Language:Python24762833
  • vid2cleantxt

    pszemraj/vid2cleantxt

    Python API & command-line tool to easily transcribe speech-based video files into clean text

    Language:Jupyter Notebook16131024

  • 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:Python1604725

  • boudinfl/ake-datasets

    Large, curated set of benchmark datasets for evaluating automatic keyphrase extraction algorithms.

    Language:Shell1389329

  • mesejo/trex

    Efficient string matching with regular expressions

    Language:Python1343106

  • STHSF/TextRank

    基于PageRank的TextRank方法, 可以应用于中文关键词、短语、摘要提取程序，代码使用Scala编写。

    Language:Scala12310054

  • JRC1995/TextRank-Keyword-Extraction

    Keyword extraction using TextRank algorithm after pre-processing the text with lemmatization, filtering unwanted parts-of-speech and other techniques.

    Language:Jupyter Notebook1118245

  • waseem18/node-rake

    A NodeJS implementation of the Rapid Automatic Keyword Extraction algorithm.

    Language:JavaScript10031423

  • WuLC/KeywordExtraction

    Implementation of algorithm in keyword extraction,including TextRank,TF-IDF and the combination of both

    Language:Java999337

  • SkBlaz/rakun

    Rank-based Unsupervised Keyword Extraction via Metavertex Aggregation

    Language:C987822

  • nppoly/cyac

    High performance Trie and Ahocorasick automata (AC automata) Keyword Match & Replace Tool for python

    Language:Cython9451215

  • Shivanandroy/KeyPhraseTransformer

    KeyPhraseTransformer lets you quickly extract key phrases, topics, themes from your text data with T5 transformer | Keyphrase extraction | Keyword extraction

    Language:Python912911

  • igor-shevchenko/rutermextract

    Term extraction for Russian language

    Language:Python888310

  • philgooch/abbreviation-extraction

    Python3 implementation of the Schwartz-Hearst algorithm for extracting abbreviation-definition pairs

    Language:Python847819

  • nlpcloud/nlpcloud-python

    NLP Cloud serves high performance pre-trained or custom models for NER, sentiment-analysis, classification, summarization, paraphrasing, intent classification, product description and ad generation, chatbot, grammar and spelling correction, keywords and keyphrases extraction, text generation, image generation, code generation, and more...

    Language:Python75778

  • AlirezaTheH/perke

    A keyphrase extractor for Persian

    Language:Python68107
  • kwx

    andrewtavis/kwx

    BERT, LDA, and TFIDF based keyword extraction in Python

    Language:Python6741710

  • abner-wong/textrank

    keyword extraction and summarization for Chinese text by TextRank

    Language:Python641017

  • liu-nlper/KeywordProcesser

    使用python实现了一个简单的trie树结构，可增加/查找/删除关键词，用于中文文本的关键词匹配、停用词删除等。

    Language:Python633013

  • YousefGh/kmeans-feature-importance

    Adding feature_importances_ property to sklearn.cluster.KMeans class

    Language:Jupyter Notebook622121

  • maxent-ai/zeroshot_topics

    Topic Inference with Zeroshot models

    Language:Python61447

  • SkBlaz/rakun2

    RaKUn 2.0 - A fast keyword detection algorithm

    Language:Python61204

  • vladocar/keywordsextract

    keywords-extract - Command line tool extract keywords from any web page.

    Language:JavaScript606113

  • naiveHobo/TextRank

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

    Language:Python564112