Jinheon Baek

Postdoc, Korea Advanced Institute of Science & Technology

PhD student, Korea Advanced Institute of Science & Technology

Joined

April 2020

Names

Jinheon Baek (Preferred)

Emails

****@kaist.ac.kr (Confirmed)

Personal Links

Career & Education History

Postdoc

Korea Advanced Institute of Science & Technology (kaist.ac.kr)

2026 – Present

PhD student

Korea Advanced Institute of Science & Technology (kaist.ac.kr)

2022 – 2026

Intern

International Business Machines (ibm.com)

2024 – 2024

Intern

Google (google.com)

2024 – 2024

Intern

Microsoft Research (microsoft.com)

2023 – 2023

Intern

Amazon (amazon.com)

2022 – 2022

MS student

Korea Advanced Institute of Science and Technology (kaist.ac.kr)

2020 – 2022

Undergrad student

Korea University (korea.ac.kr)

2016 – 2020

Advisors, Relations & Conflicts

Advisor

Sung Ju Hwang

2020 – Present

Advisor

Jaewoo Kang

2018 – 2019

Expertise

Machine Learning

Present

Publications

Retrieval-Augmented Data Augmentation for Low-Resource Domain Tasks
Minju Seo, Jinheon Baek, James Thorne, Sung Ju Hwang
- Published: 01 Jan 2024, Last Modified: 15 Apr 2024
- CoRR 2024
- Readers: Everyone
Realistic Conversational Question Answering with Answer Selection based on Calibrated Confidence and Uncertainty Measurement
Soyeong Jeong, Jinheon Baek, Sung Ju Hwang, Jong C. Park
- 2023 (modified: 17 Apr 2023)
- CoRR 2023
- Readers: Everyone
Direct Fact Retrieval from Knowledge Graphs without Entity Linking
Jinheon Baek, Alham Fikri Aji, Jens Lehmann, Sung Ju Hwang
- Published: 01 Jan 2023, Last Modified: 27 Sept 2023
- CoRR 2023
- Readers: Everyone
Direct Fact Retrieval from Knowledge Graphs without Entity Linking
Jinheon Baek, Alham Fikri Aji, Jens Lehmann, Sung Ju Hwang
- Published: 01 Jan 2023, Last Modified: 27 Sept 2023
- ACL (1) 2023
- Readers: Everyone
Phrase Retrieval for Open Domain Conversational Question Answering with Conversational Dependency Modeling via Contrastive Learning
Soyeong Jeong, Jinheon Baek, Sung Ju Hwang, Jong Park
- Published: 01 Jan 2023, Last Modified: 02 Oct 2023
- ACL (Findings) 2023
- Readers: Everyone
Knowledge Graph-Augmented Language Models for Knowledge-Grounded Dialogue Generation
Minki Kang, Jin Myung Kwak, Jinheon Baek, Sung Ju Hwang
- Published: 01 Jan 2023, Last Modified: 02 Oct 2023
- CoRR 2023
- Readers: Everyone
Realistic Conversational Question Answering with Answer Selection based on Calibrated Confidence and Uncertainty Measurement
Soyeong Jeong, Jinheon Baek, Sung Ju Hwang, Jong Park
- Published: 01 Jan 2023, Last Modified: 02 Oct 2023
- EACL 2023
- Readers: Everyone
Personalized Subgraph Federated Learning
Jinheon Baek, Wonyong Jeong, Jiongdao Jin, Jaehong Yoon, Sung Ju Hwang
- Published: 01 Jan 2023, Last Modified: 02 Oct 2023
- ICML 2023
- Readers: Everyone
Knowledge-Augmented Language Model Prompting for Zero-Shot Knowledge Graph Question Answering
Jinheon Baek, Alham Fikri Aji, Amir Saffari
- Published: 01 Jan 2023, Last Modified: 02 Oct 2023
- CoRR 2023
- Readers: Everyone
Knowledge-Augmented Reasoning Distillation for Small Language Models in Knowledge-Intensive Tasks
Minki Kang, Seanie Lee, Jinheon Baek, Kenji Kawaguchi, Sung Ju Hwang
- Published: 01 Jan 2023, Last Modified: 02 Oct 2023
- CoRR 2023
- Readers: Everyone

View all 45 publications

Co-Authors

View all 30 co-authors