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On-device research index

arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

168,742 papers · 148 categories

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1 result for “spellchecking”
Correcting diacritics and typos with a ByT5 transformer modelcs.CL

A new transformer model corrects diacritics and typos in multiple languages.

problem Restoring diacritics and correcting typos in online communications.
method Employing a universal ByT5 transformer model trained on 12 languages, including Lithuanian.
result Achieves > 98% accuracy in diacritics restoration and typos correction.
diacritics restorationtypos correctiontransformer modellanguage processingspellchecking
2022-01-31abs ↗pdf ↗