17 citations · 35 across the 6 of their papers we have counts for
6 papers
Mirror descent of Hopfield model
Hyungjoon Soh, Dongyeob Kim, Juno Hwang +1
Mirror descent is an elegant optimization technique that leverages a dual space of parametric models to perform gradient descent. While originally developed for convex optimization…
KorNLI and KorSTS: New Benchmark Datasets for Korean Natural Language Understanding
Jiyeon Ham, Yo Joong Choe, Kyubyong Park +2
Natural language inference (NLI) and semantic textual similarity (STS) are key tasks in natural language understanding (NLU). Although several benchmark datasets for those tasks ha…
Passive Tracer Dynamics in Slow-Bond Problem
Hyungjoon Soh, Meesoon Ha
Asymptotic Kardar-Parisi-Zhang (KPZ) properties are investigated in the totally asymmetric simple exclusion process (TASEP) with a localized geometric defect. In particular, we foc…
Emergence of Long-Term Memory in Popularity
Hyungjoon Soh, Joo Hyung Hong, Jaeseung Jeong +1
Popularity describes the dynamics of mass attention, and is a part of a broader class of population dynamics in ecology and social science literature. Studying accurate model of po…
Jamming and condensation in one-dimensional driven flow
Hyungjoon Soh, Meesoon Ha, Hawoong Jeong
We revisit the slow-bond (SB) problem of the one-dimensional (1D) totally asymmetric simple exclusion process (TASEP) with modified hopping rates. In the original SB problem, it tu…
Effects of a local defect on one-dimensional nonlinear surface growth
Hyungjoon Soh, Yongjoo Baek, Meesoon Ha +1
The slow-bond problem is a long-standing question about the minimal strength of a local defect with global effects on the Kardar--Parisi--Zhang (KPZ) universality cl…