Natural Language Processing Foundations

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Byte Pair Encoding (BPE) starts from a character vocabulary and repeatedly merges the most frequent adjacent token pair until a target vocabulary size ∣ V ∣ is reached. What trade-off does increasing ∣ V ∣ make?