Build interactive topic modeling pipelines.
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Updated
Jul 7, 2024 - Python
Build interactive topic modeling pipelines.
A machine learning pipeline for detecting Slovenian political bias based on sentiment towards various topics and political parties.
Kaggle Gold Medal (13th Place) Submission to Google's LLM Prompt Recovery Challenge
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.
Adapted BERTopic pipeline for Topic Modeling the arXiv dataset
A Project on Temporal Topic Modeling
Submission for CL4HEALTH @ LREC-COLING 2024
Topic modeling is a text mining technique in which an algorithm is applied to a large corpus of documents that identifies patterns of word co-occurrence. These patterns of word co-occurrence are conceptualized as “topics” which can be used to discover latent structures in the corpus, to group similar documents together.
Research Project: Analysis of Chinese Financial Discourse Based on Topic Clustering and Emotional Evolution | Fall 2023 - Spring 2024
LDA, BERTopic and bipartite network for topic modeling
Data Science and Machine Learning projects
Slides, Notebook and Data for Presentation: DataHour: Harnessing ML and NLP for Elevated Customer Experiences
The electronic theses and dissertations topic modeling project was conducted by the Chinese University of Hong Kong Library.
Unveiling Sentiments and Topics in COVID-19 Vaccine Comments on YouTube Over Time: from the First Vaccine Approval to the Post-Pandemic Era
Forecasting Private Capital Market using published research and patents. Project developed at Michigan State University under the guidance of Dr. Mohammed Ghassemi for JP Morgan Chase.
Aspect Based Sentiment Analysis (ABSA) of Customer Reviews
Add a description, image, and links to the bertopic topic page so that developers can more easily learn about it.
To associate your repository with the bertopic topic, visit your repo's landing page and select "manage topics."