Beong-woo Kwak

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 10

Top Topics

Active Learning

Transfer Learning

Imbalanced Data Classification

Commonsense Reasoning

Top Venues

Publications

Minjin Kim, Minju Kim, Hana Kim, Beong-woo Kwak, Soyeon Chun, Hyunseo Kim, SeongKu Kang, Youngjae Yu, Jinyoung Yeo, Dongha Lee
Pearl: A Review-driven Persona-Knowledge Grounded Conversational Recommendation Dataset. CoRR (2024)
Hyungjoo Chae, Yeonghyeon Kim, Seungone Kim, Kai Tzu-iunn Ong, Beong-woo Kwak, Moohyeon Kim, Seonghwan Kim, Taeyoon Kwon, Jiwan Chung, Youngjae Yu, Jinyoung Yeo
Language Models as Compilers: Simulating Pseudocode Execution Improves Algorithmic Reasoning in Language Models. CoRR (2024)
Minjin Kim, Minju Kim, Hana Kim, Beong-woo Kwak, SeongKu Kang, Youngjae Yu, Jinyoung Yeo, Dongha Lee
Pearl: A Review-driven Persona-Knowledge Grounded Conversational Recommendation Dataset. ACL (Findings) (2024)
Seungbeen Lee, Seungwon Lim, Seungju Han, Giyeong Oh, Hyungjoo Chae, Jiwan Chung, Minju Kim, Beong-woo Kwak, Yeonsoo Lee, Dongha Lee, Jinyoung Yeo, Youngjae Yu
Do LLMs Have Distinct and Consistent Personality? TRAIT: Personality Testset designed for LLMs with Psychometrics. CoRR (2024)
Beong-woo Kwak, Youngwook Kim, Yu Jin Kim, Seung-won Hwang, Jinyoung Yeo
TrustAL: Trustworthy Active Learning using Knowledge Distillation. CoRR (2022)
Yu Jin Kim, Beong-woo Kwak, Youngwook Kim, Reinald Kim Amplayo, Seung-won Hwang, Jinyoung Yeo
Modularized Transfer Learning with Multiple Knowledge Graphs for Zero-shot Commonsense Reasoning. CoRR (2022)
Yu Jin Kim, Beong-woo Kwak, Youngwook Kim, Reinald Kim Amplayo, Seung-won Hwang, Jinyoung Yeo
Modularized Transfer Learning with Multiple Knowledge Graphs for Zero-shot Commonsense Reasoning. NAACL-HLT (2022)
Beong-woo Kwak, Youngwook Kim, Yu Jin Kim, Seung-won Hwang, Jinyoung Yeo
TrustAL: Trustworthy Active Learning Using Knowledge Distillation. AAAI (2022)
Minju Kim, Beong-woo Kwak, Youngwook Kim, Hong-in Lee, Seung-won Hwang, Jinyoung Yeo
Dual Task Framework for Improving Persona-grounded Dialogue Dataset. CoRR (2022)
Minju Kim, Beong-woo Kwak, Youngwook Kim, Hong-in Lee, Seung-won Hwang, Jinyoung Yeo
Dual Task Framework for Improving Persona-Grounded Dialogue Dataset. AAAI (2022)