85 Open source projects that are alternatives of or similar to Unsupervised Aspect Extraction

Topic modelling on financial news with Natural Language Processing

Open Source Package for Gibbs Sampling of LDA

Biterm Topic Modelling for Short Text with R

🙋 A Selenium based automated program that scrapes profiles data,stores in CSV,follows them and saves their profile in PDF.

A Python toolbox for gaining geometric insights into high-dimensional data

Interface for easier topic modelling.

A library for topic modeling and browsing

Multi-Class Text Classification for products based on their description with Machine Learning algorithms and Neural Networks (MLP, CNN, Distilbert).

Topic Modelling for Humans

Print multiple stm model dashboards to a pdf file for inspection

Experiments with Hugging Face 🔬 🤗

This repository contains code and bonus content which will be added from time to time for the book "Learning Social Media Analytics with R" by Packt

Topic Words in Context (TWiC) is a highly-interactive, browser-based visualization for MALLET topic models

자연어 처리와 텍스트 분석을 위한 오픈소스 파이썬 라이브러리 입니다.

A sparsity aware implementation of "Alternating Direction Method of Multipliers for Non-Negative Matrix Factorization with the Beta-Divergence" (ICASSP 2014).

A workshop on analyzing topic modeling (LDA, CTM, STM) using R

[KDD 2020] Hierarchical Topic Mining via Joint Spherical Tree and Text Embedding

Weaving analytical stories from text data

BERT, LDA, and TFIDF based keyword extraction in Python

A Toolkit for Industrial Topic Modeling

Ensemble topic modelling with pLSA

Code & data accompanying the KDD 2017 paper "KATE: K-Competitive Autoencoder for Text"

Learning structural topic modeling using the stm R package.

Topic modeling with word vectors

Contextual LSTM for NLP tasks like word prediction and word embedding creation for Deep Learning

Explore your own text collection with a topic model – without prior knowledge.

Short Text Topic Modeling, JAVA

Mixing Dirichlet Topic Models and Word Embeddings to Make lda2vec from this paper https://arxiv.org/abs/1605.02019

A Framework for Textual Entailment based Zero Shot text classification

The official implementation of ACL 2019 paper "Topic-Aware Neural Keyphrase Generation for Social Media Language"

Bayesian nonparametric models for python

Conversational text Analysis using various NLP techniques

Concept Modeling: Topic Modeling on Images and Text

Repo for my talk at the PyData Berlin 2017 conference

a small collection of models implemented in keras, including matrix factorization(recommendation system), topic modeling, text classification, etc. Runs on tensorflow.

Python implementation of "Content-based recommendations with poisson factorization", with some extensions

STriP Net: Semantic Similarity of Scientific Papers (S3P) Network

Twitter Trends is a web-based application that automatically detects and analyzes emerging topics in real time through hashtags and user mentions in tweets. Twitter being the major microblogging service is a reliable source for trends detection. The project involved extracting live streaming tweets, processing them to find top hashtags and user …

Automatic Gap-Fill Question Generation

Sentiment Analysis & Topic Modeling with Amazon Reviews

An off-the-shelf tool for Chinese Keyphrase Extraction 一个快速从中文里抽取关键短语的工具，仅占35M内存

Pipeline for training LSA models using Scikit-Learn.

Python package of Tomoto, the Topic Modeling Tool

A Latent Dirichlet Allocation implementation in Python.

Improving topic models LDA and DMM (one-topic-per-document model for short texts) with word embeddings (TACL 2015)

Tree-based Autofolding Software Summarization Algorithm

Palmetto is a quality measuring tool for topics

Gibbs sampler for the Hierarchical Latent Dirichlet Allocation topic model

Text Mining and Topic Modeling Toolkit for Python with parallel processing power

implemented : lsa, plsa, lda

Beautiful visualizations of how language differs among document types.

High performance topic modeling for Ruby

Machine learning, in numpy

📝 Topic Modeling for Humans

机器学习、深度学习、自然语言处理

LDA topic modeling for node.js

A simple Shiny App for Topic Modeling in R

PyTorch implementation of 'An Unsupervised Neural Attention Model for Aspect Extraction' by He et al. ACL2017'

Knowledge Graph Embedding LDA. AAAI 2017

machine learning