~/talk

Integrate your Search Engine (...)

Talkat Berlin Buzzwords 2019 · 2019-06-16..06-18· [search, machine-learning]
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An enterprise search engine is adapted to Google Assistant by placing a proxy that maps speech-to-text hypotheses plus intent/slot templates into rewritten search queries; query logs are indexed to derive real stop words (including shingles) and facets drive conversational disambiguation. Carrot clustering creates on‑the‑fly facets when none exist. Demo goes from 920 products to 38 to a single item by asking brand then department, and shows two filter strategies: entity extraction into slots or making flags searchable; live demo works but shows speech misrecognitions.

AI-written summary · about

  1. 0:00Introduction
  2. 0:32Audience Question
  3. 1:27Classical Search Engine
  4. 2:23Autocompletion
  5. 4:23Mobile
  6. 7:24Classical Search
  7. 9:09Speechtotext
  8. 10:27Intent
  9. 16:14Offroad
  10. 17:59Stop words
  11. 22:08Filter Search
  12. 25:19Take away
  13. 26:37Personalization
  14. 27:35Query rewriting
  15. 28:34Demo
  16. 36:52Can you customize suggestion
  17. 40:04Marketing shortcuts
  18. 41:56Clustering
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