Juseon-Do

Research Insterest

• Natural Language Processing (NLP)

• Latent Reasoning

• Efficient Modeling

• Summarization

• Retrieval Augmented-Summarization (RAG)

• Prompt Engineering

• Agent Modeling

Education

• Chungnam National University - BS

March, 2019  ~  Feb, 2026

Career

• DISLab(KAIST) - Research Intern

March, 2026  ~  current

• GILAB(Chungnam National University) - Undergraduate AI Researcher

November, 2023  ~  Feb, 2026

• AIST(National Institute of Advanced Industrial Science and Technology) - Intern

June, 2024  ~  Aug, 2024

Publications

1. InstructCMP: Length Control in Sentence Compression through Instruction-based Large Language Models (ACL 2024 Findings Long)

Juseon-Do, Jingun Kwon, Hidetaka Kamigaito, Manabu Okumura

2. Considering Length Diversity in Retrieval-Augmented Summarization (NAACL 2025 Findings) 

Juseon Do, Jaesung Hwang, Jingun Kwon, Hidetaka Kamigaito, Manabu Okumura

3. ConRAS: Contrastive In-context Learning Framework for Retrieval-Augmented Summarization (EACL 2026 Findings Long)

Juseon Do, Sungwoo Han, Jingun Kwon, Hidetaka Kamigaito, Manabu Okumura

4. Beyond Sampling: Self-Sorting for Long-Context Ranking (EACL 2026 Findings)

Juseon Do, Sungwoo Han, Jingun Kwon, Hidetaka Kamigaito, Katsuhiko Hayashi, Taro Watanabe

5. TAC-CoT: Tool-Empowered Implicit Chain-of-Thought via Interleaving Explicit Tokens (EMNLP2026 Main Long)

Juseon Do, Sangmin Bae, Jeesu Jung, Hwanjun Song

Academic Service

1. Reviewer for AAAI(2026, 2027)

Donation

1. Hair for children with cacner(Aug. 29. 2025)