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Language & Communication

Why does a statistical parser exhibit decreased accuracy when processing sentences from social media, as opposed to formal news articles?

A)Increased morphological ambiguity is negligible
B)Grammatical structure varies unpredictably
C)Semantic density remains consistently uniform
D)Lexical frequency distributions are universally consistent

💡 Explanation

Statistical parsers learn from training data; the parser struggles with social media because grammatical structure varies unpredictably from the formal grammar learned from news articles. Therefore, accuracy decreases rather than maintaining consistency because social media language use deviates significantly from the learned patterns.

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