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Language & Communication

A statistical machine translation (SMT) system exhibits systematically lower BLEU scores when translating technical documents with heavy jargon. Which mechanism explains this effect?

A)Insufficient context vector projection
B)Suboptimal hidden Markov model tuning
C)Inadequate recurrent neural network depth
D)Poor vocabulary coverage of domain-specific terms

💡 Explanation

The lower BLEU scores occur because the SMT system’s vocabulary lacks the domain-specific jargon, leading to frequent unknown word tokens and inaccurate translations; therefore, poor vocabulary coverage is the reason, rather than issues related to context vectors or network architecture which affect fluency more than accuracy.

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