Website Categorization: A Promising Challenge for AI
Published:Jan 17, 2026 13:51
•1 min read
•r/LanguageTechnology
Analysis
This research explores a fascinating challenge: automatically categorizing websites using AI. The use of Doc2Vec and LLM-assisted labeling shows a commitment to exploring cutting-edge techniques in this field. It's an exciting look at how we can leverage AI to understand and organize the vastness of the internet!
Key Takeaways
- •The research explores using AI to automatically categorize websites.
- •The study leverages Doc2Vec and LLM-assisted labeling techniques.
- •The project seeks improvements by experimenting with neural networks.
Reference
“What could be done to improve this? I'm halfway wondering if I train a neural network such that the embeddings (i.e. Doc2Vec vectors) without dimensionality reduction as input and the targets are after all the labels if that'd improve things, but it feels a little 'hopeless' given the chart here.”