Seungpil Won

Researcher, Language Lab, LG Corporation

Joined

December 2019

Names

Seungpil Won

Emails

****@lgresearch.ai (Confirmed)

Personal Links

Career & Education History

Researcher

Language Lab, LG Corporation (lgresearch.ai)

2023 – Present

Advisors, Relations & Conflicts

PhD Advisor

2015 – 2023

Expertise

Dialogue State Tracking

2021 – 2023

Publications

Latent Reasoning via Sentence Embedding Prediction
Hyeonbin Hwang, Byeongguk Jeon, Seungone Kim, Jiyeon Kim, Hoyeon Chang, Sohee Yang, Seungpil Won, Youbin Ahn, Dohaeng Lee, Minjoon Seo
- Submitted to ICLR 2026
- Readers: Everyone
Characterizing Pattern Matching and Its Limits on Compositional Task Structures
Hoyeon Chang, Jinho Park, Hanseul Cho, Sohee Yang, Miyoung Ko, Hyeonbin Hwang, Seungpil Won, Dohaeng Lee, Youbin Ahn, Minjoon Seo
- ICLR 2026 Poster
- Readers: Everyone
Knowledge Entropy Decay during Language Model Pretraining Hinders New Knowledge Acquisition
Jiyeon Kim, Hyunji Lee, Hyowon Cho, Joel Jang, Hyeonbin Hwang, Seungpil Won, Youbin Ahn, Dohaeng Lee, Minjoon Seo
- ICLR 2025 Oral
- Readers: Everyone
Detecting Incongruity between News Headline and Body Text via a Deep Hierarchical Encoder.
Seunghyun Yoon, Kunwoo Park, Joongbo Shin, Hongjun Lim, Seungpil Won, Meeyoung Cha, Kyomin Jung
- 2019 (modified: 10 Nov 2022)
- AAAI2019
- Readers: Everyone

Co-Authors