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cs.CL2025
A Single Model Ensemble Framework for Neural Machine Translation using Pivot Translation
Seokjin Oh, Keonwoong Noh, Woohwan Jung
Despite the recent remarkable advances in neural machine translation, translation quality for low-resource language pairs remains subpar. Ensembling multiple systems is a widely ad…
cs.CL2023
Enhancing Low-resource Fine-grained Named Entity Recognition by Leveraging Coarse-grained Datasets
Su Ah Lee, Seokjin Oh, Woohwan Jung
Named Entity Recognition (NER) frequently suffers from the problem of insufficient labeled data, particularly in fine-grained NER scenarios. Although -shot learning techniques c…