Search Results for author: Jin-Woo Chung

Found 7 papers, 0 papers with code

Ignore Me But Don't Replace Me: Utilizing Non-Linguistic Elements for Pretraining on the Cybersecurity Domain

no code implementations15 Mar 2024 Eugene Jang, Jian Cui, Dayeon Yim, Youngjin Jin, Jin-Woo Chung, Seungwon Shin, YongJae lee

We use our domain-customized methodology to train CyBERTuned, a cybersecurity domain language model that outperforms other cybersecurity PLMs on most tasks.

Language Modelling token-classification +1

DarkBERT: A Language Model for the Dark Side of the Internet

no code implementations15 May 2023 Youngjin Jin, Eugene Jang, Jian Cui, Jin-Woo Chung, YongJae lee, Seungwon Shin

Recent research has suggested that there are clear differences in the language used in the Dark Web compared to that of the Surface Web.

Language Modelling

Shedding New Light on the Language of the Dark Web

no code implementations NAACL 2022 Youngjin Jin, Eugene Jang, YongJae lee, Seungwon Shin, Jin-Woo Chung

By leveraging CoDA, we conduct a thorough linguistic analysis of the Dark Web and examine the textual differences between the Dark Web and the Surface Web.

text-classification Text Classification

Extraction of Gene-Environment Interaction from the Biomedical Literature

no code implementations IJCNLP 2017 Jinseon You, Jin-Woo Chung, Wonsuk Yang, Jong C. Park

Genetic information in the literature has been extensively looked into for the purpose of discovering the etiology of a disease.

Named Entity Recognition (NER)

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