Sunjae Kwon

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 29

Top Topics

Word Sense Disambiguation

Financial Reports

Vector Representation

Top Venues

Publications

Sunjae Kwon, Xun Wang, Weisong Liu, Emily Druhl, Minhee L. Sung, Joel I. Reisman, Wenjun Li, Robert D. Kerns, William Becker, Hong Yu
ODD: A Benchmark Dataset for the Natural Language Processing Based Opioid Related Aberrant Behavior Detection. NAACL-HLT (2024)
Hochul Hwang, Sunjae Kwon, Yekyung Kim, Donghyun Kim
Is it safe to cross? Interpretable Risk Assessment with GPT-4V for Safety-Aware Street Crossing. CoRR (2024)
Parth Vashisht, Abhilasha Lodha, Mukta Maddipatla, Zonghai Yao, Avijit Mitra, Zhichao Yang, Junda Wang, Sunjae Kwon, Hong Yu
UMass-BioNLP at MEDIQA-M3G 2024: DermPrompt - A Systematic Exploration of Prompt Engineering with GPT-4V for Dermatological Diagnosis. CoRR (2024)
Zhichao Yang, Avijit Mitra, Sunjae Kwon, Hong Yu
ClinicalMamba: A Generative Clinical Language Model on Longitudinal Clinical Notes. CoRR (2024)
Hochul Hwang, Sunjae Kwon, Yekyung Kim, Donghyun Kim
Is It Safe to Cross? Interpretable Risk Assessment with GPT-4V for Safety-Aware Street Crossing. UR (2024)
Sunjae Kwon, Sungu Lee, Duksan Ryu, Jongmoon Baik
Pre-trained Model-based Software Defect Prediction for Edge-cloud Systems. J. Web Eng. 22 (2) (2023)
Sunjae Kwon, Duksan Ryu, Jongmoon Baik
An effective approach to improve the performance of eCPDP (early cross-project defect prediction) via data-transformation and parameter optimization. Softw. Qual. J. 31 (4) (2023)
Zonghai Yao, Nandyala Siddharth Kantu, Guanghao Wei, Hieu Tran, Zhangqi Duan, Sunjae Kwon, Zhichao Yang, README annotation team, Hong Yu
README: Bridging Medical Jargon and Lay Understanding for Patient Education through Data-Centric NLP. CoRR (2023)
Sunjae Kwon, Xun Wang, Weisong Liu, Emily Druhl, Minhee L. Sung, Joel I. Reisman, Wenjun Li, Robert D. Kerns, William Becker, Hong Yu
ODD: A Benchmark Dataset for the NLP-based Opioid Related Aberrant Behavior Detection. CoRR (2023)
Sunjae Kwon, Sungu Lee, Taehyoun Kim, Duksan Ryu, Jongmoon Baik
Exploring LLM-based Automated Repairing of Ansible Script in Edge-Cloud Infrastructures. J. Web Eng. 22 (6) (2023)
Zhichao Yang, Sunjae Kwon, Zonghai Yao, Hong Yu
Multi-Label Few-Shot ICD Coding as Autoregressive Generation with Prompt. AAAI (2023)
Ye Eun Chun, Sunjae Kwon, Kyunghwan Sohn, Nakwon Sung, Junyoup Lee, Byoung Seo, Kevin Compher, Seung-won Hwang, Jaesik Choi
CR-COPEC: Causal Rationale of Corporate Performance Changes to learn from Financial Reports. EMNLP (Findings) (2023)
Sunjae Kwon, Sungu Lee, Taehyoun Kim, Duksan Ryu, Jongmoon Baik
Exploring the Feasibility of ChatGPT for Improving the Quality of Ansible Scripts in Edge-Cloud Infrastructures Through Code Recommendation. ICWE Workshops (2023)
Sunjae Kwon, Rishabh Garodia, Minhwa Lee, Zhichao Yang, Hong Yu
Vision Meets Definitions: Unsupervised Visual Word Sense Disambiguation Incorporating Gloss Information. ACL (1) (2023)
Ye Eun Chun, Sunjae Kwon, Kyunghwan Sohn, Nakwon Sung, Junyoup Lee, Byungki Seo, Kevin Compher, Seung-won Hwang, Jaesik Choi
CR-COPEC: Causal Rationale of Corporate Performance Changes to Learn from Financial Reports. CoRR (2023)
Sunjae Kwon, Rishabh Garodia, Minhwa Lee, Zhichao Yang, Hong Yu
Vision Meets Definitions: Unsupervised Visual Word Sense Disambiguation Incorporating Gloss Information. CoRR (2023)
Sunjae Kwon, Zhichao Yang, Hong Yu
An Automatic SOAP Classification System Using Weakly Supervision And Transfer Learning. CoRR (2022)
Sunjae Kwon, Jong-In Jang, Sungu Lee, Duksan Ryu, Jongmoon Baik
CodeBERT Based Software Defect Prediction for Edge-Cloud Systems. ICWE Workshops (2022)
Sunjae Kwon, Zonghai Yao, Harmon S. Jordan, David A. Levy, Brian Corner, Hong Yu
MedJEx: A Medical Jargon Extraction Model with Wiki's Hyperlink Span and Contextualized Masked Language Model Score. CoRR (2022)
Sunjae Kwon, Zonghai Yao, Harmon S. Jordan, David A. Levy, Brian Corner, Hong Yu
MedJEx: A Medical Jargon Extraction Model with Wiki's Hyperlink Span and Contextualized Masked Language Model Score. EMNLP (2022)
Sunjae Kwon, Cheongwoong Kang, Jiyeon Han, Jaesik Choi
Why Do Neural Language Models Still Need Commonsense Knowledge to Handle Semantic Variations in Question Answering? CoRR (2022)
Zhichao Yang, Sunjae Kwon, Zonghai Yao, Hong Yu
Multi-label Few-shot ICD Coding as Autoregressive Generation with Prompt. CoRR (2022)
Sunjae Kwon, Duksan Ryu, Jongmoon Baik
eCPDP: Early Cross-Project Defect Prediction. QRS (2021)
Sunjae Kwon, Dongsuk Oh, Youngjoong Ko
Word sense disambiguation based on context selection using knowledge-based word similarity. Inf. Process. Manag. 58 (4) (2021)
Sunjae Kwon, Youngjoong Ko, Jungyun Seo
Effective vector representation for the Korean named-entity recognition. Pattern Recognit. Lett. 117 (2019)
Sunjae Kwon, Cheongwoong Kang, Jiyeon Han, Jaesik Choi
Why Do Masked Neural Language Models Still Need Common Sense Knowledge? CoRR (2019)
Dongsuk O, Sunjae Kwon, Kyungsun Kim, Youngjoong Ko
Word Sense Disambiguation Based on Word Similarity Calculation Using Word Vector Representation from a Knowledge-based Graph. COLING (2018)
Sunjae Kwon, Youngjoong Ko, Jungyun Seo
A Robust Named-Entity Recognition System Using Syllable Bigram Embedding with Eojeol Prefix Information. CIKM (2017)
Juae Kim, Sunjae Kwon, Youngjoong Ko, Jungyun Seo
A Method to Generate a Machine-Labeled Data for Biomedical Named Entity Recognition with Various Sub-Domains. DDDSM@IJCNLP (2017)