Publications

Jaehee Kim, Yukyung Lee, Pilsung Kang (2024). A Gradient Accumulation Method for Dense Retriever under Memory Constraint. arXiv Preprint.

Yukyung Lee, Soonwon Ka, Bokyung Son, Pilsung Kang, Jaewook Kang (2024). Navigating the Path of Writing: Outline-guided Text Generation with Large Language Models. arXiv Preprint.

Yukyung Lee, Joonghoon Kim, Jaehee Kim, Hyowon Cho, Pilsung Kang (2024). CheckEval: Robust Evaluation Framework using Large Language Model via Checklist. HEAL@CHI2024.

Yukyung Lee, Takyoung Kim, Hoonsang Yoon, Pilsung Kang, Junseong Bang, Misuk Kim (2024). DSTEA: Improving Dialogue State Tracking via Entity Adaptive Pre-training. In Knowledge-Based System (IF = 8.8) and KnowledgeNLP@KDD 2023.

Gunho No, Yukyung Lee, Hyeongwon Kang, Pilsung Kang (2024). RAPID: Training-free Retrieval-based Log Anomaly Detection with PLM considering Token-level information. Engineering Applications of Artificial Intelligence (IF = 8.0).

Yukyung Lee, Jina Kim, Pilsung Kang (2023). LAnoBERT: System log anomaly detection based on BERT masked language model. Applied Soft Computing (IF = 8.7).

Yukyung Lee, Jaehee Kim, Doyoon Kim, Yookyung Kho, Pilsung Kang (2023). Painsight: An Extendable Opinion Mining Framework for Detecting Pain Points Based on Online Customer Reviews. In WASSA@ACL 2023.

Takyoung Kim, Yukyung Lee, Hoonsang Yoon, Pilsung Kang, Junseong Bang, Misuk Kim (2022). Oh My Mistake!: Toward Realistic Dialogue State Tracking including Turnback Utterances. In SereTOD@EMNLP 2022.

Takyoung Kim, Hoonsang Yoon, Yukyung Lee, Pilsung Kang, Misuk Kim (2022). Mismatch between Multi-turn Dialogue and its Evaluation Metric in Dialogue State Tracking. In ACL 2022.

Youngbin Ro, Yukyung Lee, Pilsung Kang (2020). Multi^2OIE: Multilingual Open Information Extraction Based on Multi-Head Attention with BERT. In EMNLP 2020(Findings).