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Tsung-Han Yang

2 accepted papers

2022

Even the Simplest Baseline Needs Careful Re-investigation: A Case Study on XML-CNN

NAACL 2022long

The power and the potential of deep learning models attract many researchers to design advanced and sophisticated architectures. Nevertheless, the progress is sometimes unreal due to various possible reasons. In this work, through an astonishing example we argue that more efforts should be paid to e…

2021

Parameter Selection: Why We Should Pay More Attention to It

ACL 2021short

The importance of parameter selection in supervised learning is well known. However, due to the many parameter combinations, an incomplete or an insufficient procedure is often applied. This situation may cause misleading or confusing conclusions. In this opinion paper, through an intriguing example…