Subword language models with retrace and beam-marginalization reranking achieve up to 2.5x faster query auto-completion than character-level LMs with under 0.02 MRR drop on AOL data.
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Subword Language Model for Query Auto-Completion
Subword language models with retrace and beam-marginalization reranking achieve up to 2.5x faster query auto-completion than character-level LMs with under 0.02 MRR drop on AOL data.