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cs.CL2025
Confidence Regularized Masked Language Modeling using Text Length
Seunghyun Ji, Soowon Lee
Masked language modeling is a widely used method for learning language representations, where the model predicts a randomly masked word in each input. However, this approach typica…
cs.CL2024
Robust Guidance for Unsupervised Data Selection: Capturing Perplexing Named Entities for Domain-Specific Machine Translation
Seunghyun Ji, Hagai Raja Sinulingga, Darongsae Kwon
Low-resourced data presents a significant challenge for neural machine translation. In most cases, the low-resourced environment is caused by high costs due to the need for domain…