KoBERTopic은 BERTopic을 한국어 데이터에 적용할 수 있도록 토크나이저와 BERT를 수정한 코드입니다.

HDBSCAN Tuning for BERTopic Models

BERTopic 中文使用範例

We created a topic modeling pipeline to evaluate different topic modeling algorithms, including their performance on short and long text, preprocessed and not preprocessed datasets, and with different embedding models. Finally, we summarized the results and suggested how to choose algorithms based on the task.

Information extraction from unstructured text to build a knowledge graph using techniques from traditional NLP to pre-trained transformers and LLMs for NER and Linking, and Relation Extraction.

豆瓣平台爬虫系统+可视化信息管理及情感分析平台

Topic modeling for NYT articles.

Text Mining Final Project about Twitter Topic Modeling with different models

Slides, Notebook and Data for Presentation: DataHour: Harnessing ML and NLP for Elevated Customer Experiences

We present our concept of a new type of Active-Learning for Deep Learning with NLP text classification and experimentally prove its performance against Random Sampling as well as its runtime performance on the Security Threat dataset from CySecAlert. These new Active Learning algorithms are based on Sentence-BERT and BERTopic clustering algorith…

Topic modelling and analysis of different UK newspapers, primarily using BERTopic

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.

Build interactive topic modeling pipelines.

An interactive dashboard for exploring mathematical research trends on arXiv

Submission for CL4HEALTH @ LREC-COLING 2024

Natural Language Processing with Twitter data

This repository contains a project that utilizes BERTopic for topic modeling on the neuralwork/arxiver dataset of research paper abstracts.

Hierarchical Topic Modeling

Kaggle Gold Medal (13th Place) Submission to Google's LLM Prompt Recovery Challenge

Using BERTopic for topic modelling and analyzing Arxiv research paper dataset