A multilingual customer-support system needs to find similar support articles across English, Spanish, and French. The team wants to represent sentences so that 'payment failed' in English and 'pago fallido' in Spanish are close in vector space. Which approach should they use?

Language-specific word embeddings concatenated

Multilingual sentence embeddings

CompTIADataX

Domain 5Objective 2

NLP Concepts DY0-001 Practice Questions (Page 7)

Part of the Specialized applications of data science domain, which accounts for 13% of the DY0-001 exam. CompTIA does not publish an official question count, but from its 165-minute exam (~65–110 total, ~8–14 in this domain), expect 2–4 from this objective — we provide 31 practice questions to prepare you well beyond it. (estimate)

31questions here

7free pages

6concepts

13%of the exam

Questions 31–31

31application · medium
A multilingual customer-support system needs to find similar support articles across English, Spanish, and French. The team wants to represent sentences so that 'payment failed' in English and 'pago fallido' in Spanish are close in vector space. Which approach should they use?
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NLP Concepts DY0-001 Practice Questions (Page 7)

Questions 31–31

A multilingual customer-support system needs to find similar support articles across English, Spanish, and French. The team wants to represent sentences so that 'payment failed' in English and 'pago fallido' in Spanish are close in vector space. Which approach should they use?

Keep studying — Specialized applications of data science