Search Results for author: Heejun Lee

Found 3 papers, 2 papers with code

SEA: Sparse Linear Attention with Estimated Attention Mask

1 code implementation3 Oct 2023 Heejun Lee, Jina Kim, Jeffrey Willette, Sung Ju Hwang

SEA estimates the attention matrix with linear complexity via kernel-based linear attention, then subsequently creates a sparse attention matrix with a top-k selection to perform a sparse attention operation.

Knowledge Distillation Language Modelling +1

K-MHaS: A Multi-label Hate Speech Detection Dataset in Korean Online News Comment

1 code implementation COLING 2022 Jean Lee, Taejun Lim, Heejun Lee, Bogeun Jo, Yangsok Kim, HeeGeun Yoon, Soyeon Caren Han

Online hate speech detection has become an important issue due to the growth of online content, but resources in languages other than English are extremely limited.

Hate Speech Detection Multi-Label Classification

Minimax Risk in Estimating Kink Threshold and Testing Continuity

no code implementations1 Mar 2022 Javier Hidalgo, Heejun Lee, Jungyoon Lee, Myung Hwan Seo

We derive a risk lower bound in estimating the threshold parameter without knowing whether the threshold regression model is continuous or not.

regression

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