A Topic Modeling System Toolkit

Topic Modelling for Humans

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

Graph-based temporal topic modeling for very small corpora

In my code portfolio, I generally try new techniques and methods in machine learning. I don't like only copying and pasting.

My Deep Learning Projects (Classification, Segmentation, Object Detection, NLP, Deep Multiple Instance Learning)

Topic modelling para recomendación de libros, haciendo uso de Latent Dirichlet Allocation.

This is my final year project "customer reviews classification and analysis system using data mining and nlp". It analyzes and then classifies the customer reviews on the basis of their fakeness, sentiments, contexts and topics discussed. The reviews are taken from various e-commerce platforms like daraz and amazon.

Code for On the Affinity, Rationality, and Diversity of Hierarchical Topic Modeling (AAAI 2024)

Research Project: Analysis of Chinese Financial Discourse Based on Topic Clustering and Emotional Evolution | Fall 2023 - Spring 2024

Whitepaper on Topical LDA application on documents. Base corpus: LDS General Conference articles spanning decades. Built for a Ling 485 class.

The project aimed to explore and visualize the daily variation of "ECON_STOCKMARKET" topics distributed worldwide throughout the year. By examining the data, the objective was to gain insights into how discussions and events related to the stock market were dispersed across different countries on a day-to-day basis.

NER and topic modeling of news articles. Click the link below to try it!

🗺️ Data Cleaning and Textual Data Visualization 🗺️

Aspect extraction based on word embeddings

Interact, analyze and structure massive text, image, embedding, audio and video datasets

Backend infrastructure of an application designed for efficient indexing, analysis, and retrieval of textual data leveraging a Solr engine