Kedis ku xidhan hagaha · Dhexdhexaad Heerka

Kediska Soo Celinta Analogical iyo Talaabada-Back

Isbarbar dhig isbarbardhig la sameeyay sabab la taaban karo-koowaad, oo dib u eeg sida hab kasta oo dhiirigelin ahi ugu xidhmo dhibaatada bartilmaameedka ah.

Wadooyinka haga ee la xidhiidhaAnalogical iyo Talaabada Dib U Celinta
Su'aal 1 ee 8

Muxuu kicinta analogic ka codsanaya moodelku inuu sameeyo ka hor inta aan la xalin dhibaatada la beegsanayo?

Horudhac su'aal kasta8 su'aalo

Jawaabaha iyo sharraxaadaha waxay soo baxayaan markaad qaadanayso kediska.

  1. Muxuu kicinta analogic ka codsanaya moodelku inuu sameeyo ka hor inta aan la xalin dhibaatada la beegsanayo?
    • Is-abuurida dhibaatooyinka la midka ah ee khuseeya iyo xalkooda
    • U tarjun dhibaatada luqad kale
    • Tiri erayada dhibka ku jira
    • Diid inaad ka jawaabto dhibaatooyinka adag
  2. Waa maxay tillaabada ugu horraysa ee dhiirigelinta Talaabada-Back?
    • Isla markiiba xisaabi jawaabta u dambaysa
    • Weydii su'aal qoraal ah oo heer sare ah oo ku saabsan mabda'a xukunka
    • Samee toban jawaabood oo aan toos ahayn
    • Turjun su'aasha
  3. Faa'iidada muhiimka ah ee kicinta analogic marka loo eego tusaalooyin kooban oo go'an waa:
    • Wax model ah ma isticmaalo
    • Had iyo jeer waxay isticmaashaa hal tusaale oo sax ah
    • Tusaalooyinka ay ka kooban tahay waxay ku habboon yihiin dhibaato kasta oo gaar ah
    • Waxay ka fogaataa caqliga gabi ahaanba
  4. Maxay u caawisaa jawaab celinta mabda'a la sheegay (Tallaabo-Back)?
    • Waxay ka dhigaysaa jawaabta dheer
    • Way qarinaysaa su'aasha
    • Waxay meesha ka saaraysaa baahida sabab kasta
    • Waxa ay xakameysaa sababayn faahfaahsan oo dambe waxayna yaraynaysaa silbashooyinka dhexe
  5. Shaqooyin noocee ah ayay dardargelinta Talaabada-Back ku muujisay guulo la taaban karo?
    • Fiisigiska, kimisteriga, iyo su'aalaha sababaynta rajada badan
    • Kala soocida sawirka kaliya
    • Kaliya hubinta higgaadda
    • Qoraal maqal ah
  6. Waa maxay khatarta la xusay ee kicinta analogic?
    • Waxa kaliya oo ay ku socon kartaa telefoonada
    • Tusaalooyinka is-abuuray waxay noqon karaan kuwo aan khusayn ama khalad ah
    • Uma baahna degdeg
    • Had iyo jeer waxay u baahan tahay tusaalayaal aadanaha
  7. After a Step-Back prompt surfaces a general principle, what does the model do next?
    • Replaces the question with a randomly generated analogy
    • Stops without answering the original question
    • Uses that principle to reason about the original concrete question
    • Fine-tunes its weights on the principle
  8. Which task areas are reported for analogical prompting in the cited research?
    • Satellite image segmentation and speech diarization
    • Medical imaging and ship routing
    • Only next-token prediction on unstructured text
    • Math problem solving and code generation