3 citations · 3 across the 2 of their papers we have counts for
3 papers
cs.CL2021
Maximizing Efficiency of Language Model Pre-training for Learning Representation
Junmo Kang, Suwon Shin, Jeonghwan Kim +2
Pre-trained language models in the past years have shown exponential growth in model parameters and compute time. ELECTRA is a novel approach for improving the compute efficiency o…
cs.CL2021★ 3 cited
Constructing Multi-Modal Dialogue Dataset by Replacing Text with Semantically Relevant Images
Nyoungwoo Lee, Suwon Shin, Jaegul Choo +2
In multi-modal dialogue systems, it is important to allow the use of images as part of a multi-turn conversation. Training such dialogue systems generally requires a large-scale da…
cs.CL2020
Leveraging Order-Free Tag Relations for Context-Aware Recommendation
Junmo Kang, Jeonghwan Kim, Suwon Shin +1
Tag recommendation relies on either a ranking function for top- tags or an autoregressive generation method. However, the previous methods neglect one of two seemingly conflicti…