OCTIS: Comparing Topic Models is Simple! A python package to optimize and evaluate topic models (accepted at EACL2021 demo track)

GANalyzer: Analysis and Manipulation of GANs Latent Space for Controllable Face Synthesis

Pipeline for training LSA models using Scikit-Learn.

Natural Language Processing for Lithuanian language

[NeurIPS'24 Poster] Official Repo for Paper "Exploring Behavior-Relevant and Disentangled Neural Dynamics with Generative Diffusion Models"

Generate word-word similarities from Gensim's latent semantic indexing (Python)

Information retrieval and text mining using SVD in LSI. SVD has been implemented completely from scratch.

Extreme Extractive Text Summarization and Topic Modeling (using LSA and LDA techniques) over Reddit Posts from TLDRHQ dataset.

The work presents “Anwesha: A tool for Semantic Search in Bangla”. This work shows explorations toward building a search engine prototype in Bangla language. The work used sources from WordNet, Wikipedia and statistical co-occurences(LSA) for retrieval of semantically related documents.

Obtain the latent variables that contain the maximal mutual information.

Final project for the course "EE4037 Introduction to Digital Speech Processing" 2020 fall.

Application of Machine Learning Techniques for Text Classification and Topic Modelling on CrisisLexT26 dataset.

A CLI Application to detect plagiarism in Source Code Files.

Twitter bot that uses an improved word frequency algorithm based on gradient heuristics for extractive summarization

In-memory index-structures for efficient retrieval of multimedia documents based on input queries.

Scrape news articles and summarize them using NLP

Expert user recommendation system for online Q&A communities

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.

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