Kedis ku xidhan hagaha · Dhexdhexaad Heerka

Kediska GloVe Global Vectors

Dib u eeg sida ay GloVe wax uga barato tirinta wada-dhacyada caalamiga ah, saamiga ixtimaalka, dib u noqoshada miisaanka leh, iyo qaab dhismeedka vector ee xidhiidhada luqadeed.

Wadooyinka haga ee la xidhiidhaGlove Global Vectors
Su'aal 1 ee 8

Qaab dhismeedka xogta asaasiga ah ee GloVe ka dhisto corpus?

Horudhac su'aal kasta8 su'aalo

Jawaabaha iyo sharraxaadaha waxay soo baxayaan markaad qaadanayso kediska.

  1. Qaab dhismeedka xogta asaasiga ah ee GloVe ka dhisto corpus?
    • Matrix-ka-dhac-dhac caalami ah oo kelmad-erey ah
    • Geed parse ah jumlad kasta
    • Liiska qayb-hadalka tags
    • Shaxda soo noqnoqoshada heerka dabeecadda
  2. Sida laga soo xigtay GloVe, sheyga dhibcaha ee laba eray vectors ayaa loo tababaray in la qiyaaso waa maxay?
    • Tirada dhacdooyinka cayriin
    • Logarithm-ka wada-dhacooda ayaa tirinaya
    • Tirada xarfaha ay wadaagaan
    • fogaantooda alifbeetada
  3. Waa maxay tirada muhiimka ah ee uu GloVe ku doodaa in uu xambaarsan yahay macne ahaan?
    • Wadarta cabbirka corpus
    • Dhererka kelmad kasta
    • Saamiga ixtimaalka dhacdooyinka wada dhaca
    • Erayada habaynta waxay ka muuqdaan qaamuuska
  4. Waa maxay ujeedada shaqada miisaanka ee GloVe f(X_ij)?
    • Si loo turjumo ereyada u dhexeeya luqadaha
    • Si aan kala sooc lahayn isku shaandheyn xogta tababarka
    • Si vectors loogu badalo hal cod oo kulul
    • Si loo xakameeyo saamaynta lammaanaha aadka u soo noqnoqda oo la iska indho tiro tirinta eber
  5. Halkee iyo goorma ayaa GloVe lagu sameeyay?
    • Stanford, 2014
    • Google, 2013
    • MIT, 2010
    • Facebook AI, 2016
  6. Sidee buu habka tababarka GloVe uga duwan yahay kan Word2Ve?
    • GloVe haba yaraatee ma isticmaasho faleebo
    • GloVe waxay soo saartaa jaantuska tirinta caalamiga ah ee la sii xisaabiyay halkii ay ka saadaalin lahayd daaqadaha maxaliga ah ee onlineka ah
    • GloVe waxay ku shaqeysaa hal jumlad
    • GloVe waxay u baahan tahay xogta tababarka sumadeysan
  7. What type of word relationship can a difference between GloVe vectors represent?
    • The chronological order of sentences in the corpus
    • The exact frequency count of every word in isolation
    • A relation shared by word pairs, such as the relation between country and capital
    • The punctuation pattern used by a document author
  8. In a vector analogy a:b::c:?, what operation can be used to search for the missing word with GloVe vectors?
    • Find the word with the longest spelling
    • Sort words by corpus count and choose the median
    • Add all context-window vectors without comparing candidates
    • Find the vector nearest to b − a + c