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Hello! I am a Ph.D student in AI at Yonsei University. I am fortunate to be advised by Prof. Jinyoung Yeo.

My research interest is in the field of NLP. Especially, I am interested in
(1) Dialogue agent
(2) Knowledge of Machine
(3) Data Scarcity.

Recent News

· [2023.06] I am joining Amazon Alexa AI as an Applied Scientist intern, advised by Dr. Angeliki Metallinou. Can’t wait!

Education/Experience

import_contacts Yonsei University, Seoul, Korea ^{2022.03 - Current}

•         Ph.D. student in Artificial Intelligence
•         Adviser: Prof. Jinyoung Yeo

school Yonsei University, Seoul, Korea ^{2020.03 - 2022.02}

•         M.S. student in Artificial Intelligence
•         Adviser: Prof. Jinyoung Yeo

school University of California, Santa Cruz, The United States of America ^{2018.01 - 2018.07}

•         Exchange student in Computer Science and Engineering

military_tech R.O.K Army, Seoul, Korea ^{2015.10 - 2017.07}

•         2 years of Compulsory Military Service. Served as a sergeant.

school Yonsei University, Seoul, Korea ^{2014.03 - 2020.02}

•         B.S. student in Computer Science

Publications (* equal contribution)

2022

Modularized Transfer Learning with Multiple Knowledge Graphs for Zero-shot Commonsense Reasoning
Yu Jin Kim, Beong-woo Kwak, Youngwook Kim, Reinald Kim Amplayo, Seung-won Hwang, Jinyoung Yeo
NAACL 2022 Oral presentation

TrustAL: Trustworthy Active Learning using Knowledge Distillation
Beong-woo Kwak, Youngwook Kim, Yu Jin Kim, Seung-won Hwang, Jinyoung Yeo
AAAI 2022 Poster presentation (acceptance rate: 15%)

Dual Task Framework for Improving Persona-grounded Dialogue Dataset
{Minju Kim, Beong-woo Kwak}*, Youngwook Kim, Hong-in Lee, Seung-won Hwang, Jinyoung Yeo
AAAI 2022 Oral presentation (acceptance rate: 4%)

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