LLM Text Categorization Project Explores Enhanced Accuracy
research#llm👥 Community|Analyzed: Feb 16, 2026 05:47•
Published: Feb 16, 2026 05:36
•1 min read
•r/LanguageTechnologyAnalysis
This personal project showcases the exciting potential of applying Large Language Models (LLMs) to complex text categorization tasks. The exploration of different models, including BERT, to classify e-commerce product data demonstrates a commitment to innovation in NLP and model selection. It's a fantastic example of leveraging technology to organize and understand data effectively.
Key Takeaways
- •The project focuses on text categorization using LLMs with e-commerce product data.
- •It explores the potential of BERT as an alternative to an LLM.
- •The goal is to improve accuracy in classifying product categories.
Reference / Citation
View Original"I thought it would be a fun challenge to get a bunch of product ecommerce datasets and see if I can unify them in one dataset with added challenge of leveled categorization (Men > Clothes > Shirts etc)."