Kediska Dib u soo celinta

Jawaabaha iyo sharraxaadaha waxay soo baxayaan markaad qaadanayso kediska.

1. Waa maxay doorka dib-u-dejintu ku leeyahay dhuumaha soo celinta?
   • Si aad dib ugu dhaliso musharrax yar oo la dejiyay si natiijada ugu habboon ay kor ugu kacdo
   • Si aad xoqdo oo dhan uga sawirto jirka
   • Si loo sameeyo dukumeenti-cusub
   • Si loo cadaadiyo tusmada raadinta
2. Maxaa ka sooca iskutallaab-qodeeyaha iyo cod-bixiyaha?
   • Qalab iskutallaab ah ayaa si gooni ah u guntaday weydiinta iyo dukumeentiga
   • Qalab iskutallaab ah ayaa quudiya weydiinta iyo dukumeenti wadajir ah si dareenku u barbar dhigo iyaga si wadajir ah
   • Qalab iskutallaabeed ma isticmaali karo transformers
   • Qalab iskutallaabtu waxay ku shaqaysaa sawirada oo kaliya
3. Waa maxay sababta cod-bixiyeyaasha-isku-tallaabta loogu isticmaalo dib-u-dejinta halkii ay ka ahaan lahaayeen soo-saarista heerka koowaad?
   • Waa khalad
   • Waxay qabtaan hal dukumeenti weligood
   • Aad ayey uga gaabiyaan inay ku dul wareegaan xuubka jirka oo dhan sababtoo ah vectors-yada dukumeentiga ah lama xisaabin karo horay
   • Wax xisaabin ah uma baahna
4. Muxuu dib u sooceliyeha heerka koowaad caadi ahaan u wanaajiyaa?
   • Saxnimada darajada 1 oo kaliya
   • Abuurista jawaabaha luqadda dabiiciga ah
   • Dib u dalbashada shan dukumeenti
   • Dib u xasuuso oo xawli guud ahaan jidhka oo dhan
5. Sidee dib-u-dejintu u saameyn kartaa musharraxa RAG, maxaase dammaanad qaadi karin?
   • It can reorder retrieved candidates, but cannot add a missing passage or verify generated claims
   • It guarantees the most relevant source is present and every generated claim is correct
   • It replaces the first-stage retriever and searches the entire corpus
   • It makes retrieval precision and recall perfect
6. Waa kuwee kuwan soo baxaya hab isku-beddelid?
   • Tirtirka soo-celinta iyo jawaabaha qiyaasida
   • Isticmaalka LLM-yada sida liis gareyayaasha liistada leh ee sababaynaya dhammaan musharraxiinta
   • Ku noqoshada ereyga muhiimka ah ee gacanta oo kaliya
   • Ku beddelashada taransfoorayaasha dhibcaha random
7. Which metric can assess whether the first-stage retriever includes relevant passages before reranking?
   • Image resolution of the generated answer
   • BLEU score of an unrelated translation
   • Recall of relevant candidates in the retrieved set
   • Number of model parameters in the reranker
8. Which metric did the Passage Re-ranking with BERT paper report a 27% relative improvement on for MS MARCO?
   • BLEU-4
   • ImageNet top-1 accuracy
   • Macnaha qalad buuxa
   • MRR@10