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cs.CL2024
SubRegWeigh: Effective and Efficient Annotation Weighing with Subword Regularization
Kohei Tsuji, Tatsuya Hiraoka, Yuchang Cheng +1
NLP datasets may still contain annotation errors, even when they are manually annotated. Researchers have attempted to develop methods to automatically reduce the adverse effect of…
cs.CL2024
Constructing Multilingual Visual-Text Datasets Revealing Visual Multilingual Ability of Vision Language Models
Jesse Atuhurra, Iqra Ali, Tatsuya Hiraoka +3
Large language models (LLMs) have increased interest in vision language models (VLMs), which process image-text pairs as input. Studies investigating the visual understanding abili…