There are 4 repositories under topic-extraction topic.
Wandora is a general purpose information extraction, management and publishing application based on Topic Maps and Java.
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。
Application of topic models for topic extraction and similarity search
RxNLP APIs for clustering sentences, extracting topics, counting words & n-grams, extracting text from html or URL, computing similarity between texts and more.
Topic extractor with the idea of generating labels using genism.n_similarity
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.
An opensource project to do formative feedback on free texts on specific given topic.
Complete Python code of the methodology used to identify notable posts and topics on Online Social Networks.
Novel implementation for Topic Extraction
Natural Language Processing (NLP) and analysis on reviews about delivery companies in the UK based on reviews extracted from the Trustpilot website
An analysis and exploration of 4 years of Trump's tweets, including data cleaning, sentiment analysis and topic categorization with LDA and NMF.
Topic Extraction from Articles Abstracts in Scopus Search
A python implementation of a fast practical topic search algorithm
An implementation of the Dabbu Intel API that helps in extraction of and one pagers/summaries of all knowledge around a certain topic, person or place based on information/data from multiple providers
2021 Introduction-to-Information-Retrieval-and-Text-Mining Final Project
Using the provided dataset which includes various book features, in order to predict the price of books, using various proposed methods and models.
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.
A topic map sampler of realDonaldTrump tweets extracted using Wandora application.
In this project, I have used gensim and nltk libraries to extract topic from the given data.
Classify texts on the basis of keywords into 11 different categories.
Review of Latent Dirichlet Allocation (LDA) for topic extraction of product reviews for use by product managers. Explores high level overview of LDA, popular libraries, and potential improvements to or over LDA for topic extraction of reviews.
Some of the projects developed for learning reasons.
Full code to create app that summarize the news and get the topic using models that are easy to train and deploy (Use the API)
Bachelor's degree thesis in computer engineering - Natural Language Processing for sentiment and topic recognition
Application that predicts business events, extract named entities and topics from news articles
Reproducible implementation of the paper "Tired of Topic Models? Clusters of Pretrained Word Embeddings...".
Get ranked topics from a list of strings using WASM