AI in Search in 2023

AI in Search in 2023

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Retrieval

8 of 33

8 of 33

Retrieval

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AI in Search in 2023

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  1. 1 Intro
  2. 2 What is Veara
  3. 3 Talk Outline
  4. 4 Search Engine Challenges
  5. 5 Search and AI
  6. 6 History of search
  7. 7 Time
  8. 8 Retrieval
  9. 9 Neural IR
  10. 10 Tokenization
  11. 11 Handling typos
  12. 12 Handling vocabulary tokens
  13. 13 Retrieval models
  14. 14 Training models
  15. 15 Positive signals
  16. 16 Negative mining
  17. 17 Types of systems
  18. 18 Behavioral matching
  19. 19 Search architectures
  20. 20 Alibaba
  21. 21 Conversational search
  22. 22 User expectation of search
  23. 23 Models make stuff up
  24. 24 GP Open AI
  25. 25 Galactica Model
  26. 26 Hallucination
  27. 27 Why do models hallucinate
  28. 28 How are people using these models
  29. 29 Problems with closed book systems
  30. 30 Training our own model
  31. 31 LLM leaderboard
  32. 32 New York Times article
  33. 33 Next steps

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