1 code implementation • 20 Oct 2023 • Jaeyoung Choe, Keonwoong Noh, Nayeon Kim, Seyun Ahn, Woohwan Jung
Over the past few years, various domain-specific pretrained language models (PLMs) have been proposed and have outperformed general-domain PLMs in specialized areas such as biomedical, scientific, and clinical domains.
Ranked #1 on Sentiment Analysis on Financial PhraseBank
3 code implementations • 1 Sep 2023 • Hyuk Jun Yoo, Nayeon Kim, Heeseung Lee, Daeho Kim, Leslie Tiong Ching Ow, Hyobin Nam, Chansoo Kim, Seung Yong Lee, Kwan-Young Lee, Donghun Kim, Sang Soo Han
The optimization of nanomaterial synthesis using numerous synthetic variables is considered to be extremely laborious task because the conventional combinatorial explorations are prohibitively expensive.
no code implementations • 6 Jun 2023 • Poli Nemkova, Solomon Ubani, Suleyman Olcay Polat, Nayeon Kim, Rodney D. Nielsen
We gathered a dataset of posts sampled from 95 public Telegram channels that cover politics and war news, which we have utilized to identify potential occurrences of HRV.
1 code implementation • 16 May 2023 • Nayeon Kim, Yinhua Piao, Sun Kim
Directly adopting existing hypergraph methods on clinical notes cannot sufficiently utilize the hierarchy information of the patient, which can degrade clinical semantic information by (1) frequent neutral words and (2) hierarchies with imbalanced distribution.