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Isn't it just learning to map specific words, from the "knife world", to the correct class? If so, a simple dictionary would fit. What I think is a better way t
by bguberfain 16d ago
Isn't it just learning to map specific words, from the "knife world", to the correct class? If so, a simple dictionary would fit.
What I think is a better way to validate is to split train/validation by words used presented in NER classes (like, it should be able to find new brands never seen before). It is a interesting problem.
- itsalwaysgood 16d agoThat's a key piece of the article. He 'trusts' Gemini to classify the posts, and never hand validates anything. And he continues building on top of that shakey trust. Is this a good idea? It just depends on what you're doing: sounds like he's just having fun with a hobby, so it's harmless. All he's really done is work more efficiently to save token cost and time. But he hasn't validated anything, so there's no telling if he's wasting time or not. It's a hobby though....
- p-s-v 16d agoIt wasn’t as simple as just mapping brands… for one I don’t have a complete dictionary of all the brands that could be mention. Other problems are: Brand names that match common English words, brand names that are also item models used by another brand… etc