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cs.CL2025
Vision Language Models Are Not (Yet) Spelling Correctors
Junhong Liang, Bojun Zhang
Spelling correction from visual input poses unique challenges for vision language models (VLMs), as it requires not only detecting but also correcting textual errors directly withi…
cs.CL2024
PERL: Pinyin Enhanced Rephrasing Language Model for Chinese ASR N-best Error Correction
Junhong Liang, Bojun Zhang
Chinese ASR correction is challenging because errors are often \emph{phonetic} (many characters share similar Pinyin) while the correction model must also obey a \emph{length const…