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Research questionHow can Japanese music-search spell correction handle errors across four scripts and mixed-script queries at low latency?Japanese music queries can mix four writing systems, each with different misspelling patterns. A correction system must resolve these errors without introducing hallucinated catalog titles or slowing interactive search.
AI
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Information Retrieval
Natural Language Processing
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Latest papersRecent research connected to this question, newest first.Low-Latency Spell Correction for Japanese Music Search QueriesThe source studies a compact BART-based sequence-to-sequence model for Japanese music-search spell correction, using catalog-specific byte-level BPE tokenization and script-aware synthetic misspellings. Evidence comes from a curated evaluation set, script and mixed-script analyses, ablations, and single-GPU latency measurements; it reports 41.09% exact match, 11.62% CER, and sub-4 ms inference latency.research paper · Sep 2, 2026
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