Short Answer

Why Translation Candidates Receive Scores

Question: In a machine translation system that uses heuristic search, why does the system compute a score, such as Score_C(E), for a candidate output?

Sample answer: The score gives each possible translation a numerical quality estimate so the system can compare options and choose the most promising one.

Key points:

  • Assigns a score to each candidate translation.
  • Helps rank alternatives by how well they fit the source sentence or how likely they are to be correct.

Rubric: The answer should say that the score is used to evaluate, compare, rank, or estimate the quality/probability of candidate translations.

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Updated 2026-08-12

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