Experimental Design

연ꡬ κ³Όμ •

  1. [λ¬Έμ„œ-νƒœκΉ… ν•™μŠ΅] λͺ¨λΈμ—μ„œ λ¬Έμ„œλ³„ ν•™μŠ΅μ— λŒ€ν•΄μ„œ λ¬Έμ„œλ₯Ό ν•™μŠ΅ν•˜λ©΄μ„œ μ›μ²œ νƒœκΉ…μ„ ν•˜λ„λ‘ ν‘œν˜„ν•™μŠ΅μ„ ν•  수 μžˆλŠ”κ°€?
  2. [λ¬Έμ„œ ν˜Όν•© μΌλ°˜ν™”] λ¬Έμ„œμ— λŒ€ν•΄μ„œ μ„žμΈ μ»¨ν…μΈ μ˜ λ¬Έμ„œ μΆ”μ • κΈ°λŠ₯이 μœ μ§€λ˜λŠ”κ°€?
  3. [컨텐츠 μΌλ°˜ν™”] λ¬Έμ„œμ— μ—†λŠ” λ‚΄μš©μ— λŒ€ν•œ λ°˜μ‘

ꡬ성 단계

  1. λ¬Έμ„œ νƒœκΉ…κ³Ό ν•¨κ»˜ ν•™μŠ΅ν•œλ‹€.
  2. λ¬Έμ„œ νƒœκΉ… 없이 μƒμ„±ν•œλ‹€.
  3. μ›λž˜ λ¬Έμ„œμ˜ μΆ”μ • μˆ˜μ€€κ³Ό PPL 을 μΈ‘μ •ν•œλ‹€.

μ‹€ν—˜μ— λŒ€ν•œ κ³ λ―Ό

ν•„μš”ν•œ ν•™μŠ΅ Objective λ“€

  1. Language Modeling
  2. λ¬Έμ„œ μΆ”μ •
  3. λ¬Έμ„œ νƒœκΉ… 없이 ν‘œν˜„ 일치