Leveraging BERT and c-TF-IDF to create easily interpretable topics.

Top2Vec learns jointly embedded topic, document and word vectors.

Interface for easier topic modelling.

GPU-Powered Topic Modelling

Implementation and helper scripts for the BART-TL model - https://www.aclweb.org/anthology/2021.eacl-main.121/

A set of methods for finding an appropriate number of topics in a text collection

The project provides insights for business owners to improve their businesses and recommendations for users to improve their experience with the application

TOMMY is een topic modelling applicatie die ontwikkeld is door studenten van de Universiteit Utrecht in opdracht van EMMA. Voor het uitvoeren van topic modelling wordt het achterliggende Latent Dirichlet Allocation (LDA) algoritme of Non-Negative Matrix Factorization (NMF) algoritme uitgevoerd op de door de gebruiker aangeleverde bestanden.

Multilingual topic labelling of news topics

Topic modelling data collection and analysis with Python for LLaMA dataset

Code to train a LSI model using Pubmed OA medical documents and to use pre-trained Pubmed models on your own corpus for document similarity.

Ignis: Iterative Topic Modelling Platform

Investigating biases in scientific publications

This app has been created by a group of students as part of a course in the Data Science Master’s Program at the University of Helsinki. The app was created for, and in collaboration with, the Research Unit for the Study of Variation, Contacts, and Change in English (VARIENG). It allows for the exploration of a corpus of historical letters.

PubGraph - The scientific publication graph generator

retrieval-augmented generation with web scraping

A Pytorch Implementation of LDA2VEC : "Mixing Dirichlet Topic Models and Word Embeddings to Make lda2vec"

This module teaches you how to design a chatbot using Amazon Lex by following the best design practices for conversational AI. You will start by learning the basics of chatbots. Then, you will use Amazon Lex to create a custom chatbot that gets the latest stock market quotes by recognizing the intent in text

X-Analyze : An Insightful Twitter/X User Profile Analyser

Parse, analyze and evaluate speeches of German plenary sessions (Bundestag)