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AI-powered Semantic Search: A story of broken promises
- PaulHoule 4y agoI helped develop a semantic search engine for patents that was highly effective... But instead of using some canned language model like BERT we trained a model for every document collection. A model trained on some other set of documents (BERT) is going to hurt relevance, not help it.
- gardenfelder 4y agoTalk mentions this other talk https://www.youtube.com/watch?v=R5BLbnXPR5c https://www.youtube.com/watch?v=R5BLbnXPR5c Hybrid semantic search. Both speakers work on vespa.ai, which is at github.