topic-extraction 开源项目推荐（60 个）

wandora-team /wandora

Wandora is a general purpose information extraction, management and publishing application based on Topic Maps and Java.

D2KLab /ZeSTE

Explainable Zero-Shot Topic Extraction

digfound /CCFCompetition

这是本人第一次数据算法比赛实录。主要整理记录2017年CCF大数据与计算智能竞赛使用的模型和实现代码，选择了基于主题的文本情感分析赛题。采用情感词典+自定义规则完成比赛，成绩：136/796。

mudulo /subject-extractor

该项目在 GitHub 上没有填写描述

minven /nlp-lt

Natural Language Processing for Lithuanian language

goerlitz /nlp-topic-models

Application of topic models for topic extraction and similarity search

RxNLP /nlp-cloud-apis

RxNLP APIs for clustering sentences, extracting topics, counting words & n-grams, extracting text from html or URL, computing similarity between texts and more.

VCUWrightCenter /TopExApp

TopExApp is a graphical user interface for the TopEx Python package. TopEx allows the exploration of topics present in a group of text documents by clustering sentences together that relay common ideas or themes.

nagypeterjob /xtractor

Topic extractor with the idea of generating labels using genism.n_similarity

slack0 /sumspeech

A Text / Speech Summarizer

roperi /deepgram-transcription-processor

Deepgram Transcription Processor is a Python program designed to process transcription output obtained from Deepgram's transcription service. It extracts key information such as conversation, summary, and paragraphs from the transcription output JSON and writes them to separate text files for further analysis and reference.

iam-mhaseeb /Formative-Feedbacker

An opensource project to do formative feedback on free texts on specific given topic.

SmartData-Polito /notable-posts-topics-OSN

Complete Python code of the methodology used to identify notable posts and topics on Online Social Networks.

ceenaa /Topic-extraction

Text classification and topic extraction from COVID-19 articles

nikopetr /Predict-The-Price-Of-Books

Using the provided dataset which includes various book features, in order to predict the price of books, using various proposed methods and models.

gpsyrou /Text_Analysis_of_Consumer_Reviews

Natural Language Processing (NLP) and analysis on reviews about delivery companies in the UK based on reviews extracted from the Trustpilot website

msbrito /topic_search

Topic Extraction from Articles Abstracts in Scopus Search

carinhopm /topic-extraction

Novel implementation for Topic Extraction

mntnr /katahdin

WIP - Better topic and keyword suggestions based on your code

mateoias /trump_tweet_analysis

An analysis and exploration of 4 years of Trump's tweets, including data cleaning, sentiment analysis and topic categorization with LDA and NMF.