From the 1 of 4 linked papers with an AI index.
4 papers
PERL: Pinyin Enhanced Rephrasing Language Model for Chinese ASR N-best Error Correction
Junhong Liang, Bojun Zhang
The paper introduces PERL, a constrained rephrasing model that combines semantic and Pinyin (phonetic) information to correct Chinese ASR N-best hypotheses while respecting a predi…
ServImage: An Image Generation and Editing Benchmark from Real-world Commercial Imaging Services
Fengxian Ji, Jingpu Yang, Zirui Song +5
Recent image generation and editing models demonstrate robust adherence to instructions and high visual quality on academic benchmarks. However, their performance on paid, real-wor…
Listen, Correct, and Feed Back: Spoken Pedagogical Feedback Generation
Junhong Liang, Yifan Lu, Ekaterina Kochmar +1
Grammatical error correction (GEC) and explanation (GEE) have made rapid progress, but real teaching scenarios also require \emph{learner-friendly pedagogical feedback} that is act…
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…