quiz bu lëkkale ak tegtal · Dëgër Niveau

ColBERT ak quiz buy seet ay vecteur yu bari

Jàngaleel rang vecteur yu bari yu ColBERT, rang kandidaa yi, seet xëtu këyitu ColPali, ak ni ColBERTv2 di kompresse ay token.

Yooni njiit yu jëm ciColbert ak seet vecteur yu bari
Laaj 1 de 8

naka la ColBERT di màndargaale ab këyit?

Xoolaatal laaj bu nekk8 laaj

Sooy def quiz bi, tontu yi ak leeral yi dañuy feeñ.

  1. naka la ColBERT di màndargaale ab këyit?
    • vecteur yu bari ci token bu nekk
    • Benn vecteur bu dëgër
    • Ni sac bu bari ay baatu-caabi
    • Ni mbind bu ñor kese
  2. Ban jëf la ColBERT di jëfandikoo ngir joxe poñ ci njariñu këyitu laaj bi?
    • Cosinus bu ñaari vecteur yu benn
    • MaxSim: limu token laaj bu nekk bu méngoo ak token dokimaa
    • Entropi croisé ci kaw vokabileer bi yépp
    • BM25 fréquence
  3. Lu tax ColBERT di gëna gaaw encodeur croisé ci eskaal bi?
    • Dafay jëfandikoo vocabulaire bu gëna ndaw
    • Dafay baña bayyi xel ci laaj bi
    • Document token yi dañu leen njëkka xayma ba noppi indexe leen ci biti
    • Du liggéey ci baat bu njëkk ci këyit bu nekk
  4. Lan mooy jafe-jafe bi ColBERT di saafara ci retriever yu dëgër yi am benn vecteur?
    • Dañu yeex lool ngir indexe
    • Mënu ñu jëfandikoo reso neuronal
    • Soxla wuñu benn done tàggat
    • Dañuy ñàkk ay detay yu sew, yu tollu ci token ndax dañu leen kompresse ci benn vecteur
  5. Ban yokkute bu am solo la ColBERTv2 indi?
    • kompresioŋ bu des biy wàññi bu baax dayo index bi
    • Dindi na BERT lëmm
    • Dafa soppi enkodaasu benn vecteur
    • Ci nataal kese lay dox
  6. Lan la ColPali di jëfandikoo ci jaxasoo bu yeex bu nuroo ak ColBERT?
    • Formu onde audio
    • Nataali patch yu xëti këyit, lu melni PDF
    • Benn baatu-caabi kese
    • Lignéeru tablo base de done
  7. In a two-stage search system, what role can ColBERT play after a fast first-stage retriever?
    • Generate the source documents from scratch
    • Replace the query with a document title
    • Rerank the candidate passages using contextual token-level matching
    • Discard every candidate before scoring
  8. What does ColBERTv2's residual compression store for a token vector?
    • Only the raw document text with no vector data
    • A full copy of the language model for each token
    • One shared vector for the entire document
    • A centroid code together with a compact residual representation