30 citations · 176 across the 66 of their papers we have counts for
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cs.CL2021
Understanding Out-of-distribution: A Perspective of Data Dynamics
Dyah Adila, Dongyeop Kang
Despite machine learning models' success in Natural Language Processing (NLP) tasks, predictions from these models frequently fail on out-of-distribution (OOD) samples. Prior works…
cs.CL2021
Zero-shot Natural Language Video Localization
Jinwoo Nam, Daechul Ahn, Dongyeop Kang +2
Understanding videos to localize moments with natural language often requires large expensive annotated video regions paired with language queries. To eliminate the annotation cost…
cs.CL2021
Does BERT Learn as Humans Perceive? Understanding Linguistic Styles through Lexica
Shirley Anugrah Hayati, Dongyeop Kang, Lyle Ungar
People convey their intention and attitude through linguistic styles of the text that they write. In this study, we investigate lexicon usages across styles throughout two lenses:…