Publications
1. LNS: A Lightweight Navigating Searcher for Visually-Rich RAG
Doyeon Kim, Sangmin Lee, Sein Ha, Hyunbin Park, Du-Seong Chang
In preparation for submission to ACL 2026
2. Quality over Quantity: The Impact of Dataset Refinement on SFT Model Performance
Doyeon Kim, Sangmin Lee, Dayoung Lee, Sein Ha, Myoungsub Kim, Du-Seong Chang
Korea Software Congress (KSC) 2025
3. Performance Enhancement of an Agentic RAG-Based Agricultural QA System through Faithfulness Verification with Chain-of-Thought
Byoungjun Oh, Doyeon Kim, Dayoung Lee, Sein Ha, Siwook Lee, Du-Seong Chang
Korea Computer Congress (KCC) 2025