Idanwo ti o sopọ mọ itọsọna · Alabọde Ipele

GloVe Global Vectors adanwo

Review how GloVe learns from global co-occurrence counts, probability ratios, weighted regression, and vector structure for linguistic relationships.

Jẹmọ itọsọna awọn ọnaIbọwọ Global Vectors
Ibeere 1 ti 8

Eto data mojuto wo ni GloVe kọ lati inu koposi naa?

Awotẹlẹ gbogbo ibeere8 ibeere

Awọn idahun ati awọn alaye han bi o ṣe n mu ibeere naa.

  1. Eto data mojuto wo ni GloVe kọ lati inu koposi naa?
    • Matrix isẹlẹ ọrọ-ọrọ agbaye kan
    • A parse igi fun gbogbo gbolohun
    • Atokọ ti awọn ami-apakan-ọrọ
    • A ti ohun kikọ silẹ-ipele igbohunsafẹfẹ tabili
  2. Gẹgẹbi GloVe, ọja aami ti awọn olutọpa ọrọ meji jẹ ikẹkọ lati isunmọ kini?
    • Awọn aise àjọ-iṣẹlẹ ka
    • Awọn logarithm ti won àjọ-iṣẹlẹ ka
    • Nọmba awọn lẹta ti wọn pin
    • Ijinna alfabeti wọn
  3. Opoiye bọtini wo ni GloVe jiyan gbe itumo atunmọ?
    • Lapapọ iwọn koposi
    • Awọn ipari ti kọọkan ọrọ
    • Awọn ipin ti awọn iṣeeṣe iṣẹ-iṣẹlẹ
    • Awọn ọrọ ibere yoo han ninu iwe-itumọ
  4. Kini idi ti iṣẹ iwuwo GloVe f(X_ij)?
    • Lati tumọ awọn ọrọ laarin awọn ede
    • Lati daapọ data ikẹkọ laileto
    • Lati se iyipada awọn fekito sinu ọkan-gbona encodings
    • Lati bori ipa ti awọn orisii loorekoore pupọ ati foju foju awọn iṣiro odo
  5. Nibo ati nigbawo ni idagbasoke GloVe?
    • Stanford, ọdun 2014
    • Google, Ọdun 2013
    • MIT, Ọdun 2010
    • Facebook AI, ọdun 2016
  6. Bawo ni ọna ikẹkọ GloVe ṣe yatọ ni ipilẹṣẹ si ti Word2Vec?
    • GloVe ko lo awọn fekito rara
    • GloVe ṣe agbekalẹ matrix kika agbaye ti a ti ṣaju tẹlẹ dipo asọtẹlẹ lati awọn window agbegbe lori ayelujara
    • GloVe nikan ṣiṣẹ lori gbolohun kan
    • GloVe nilo data ikẹkọ aami
  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