Seungpil Won

4 papers · 2019–2025 · 4 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (14) 🐣 Hot Topic Early Bird

🚀 Conference Pioneer

Venues

AAAI (1) ACL (1) EMNLP (1) ICLR (1)

Top co-authors

Joongbo Shin (3) Youbin Ahn (2) Kyomin Jung (2) Minjoon Seo (1) Hyowon Cho (1) Meeyoung Cha (1) Stanley Jungkyu Choi (1) Kunwoo Park (1) Janghoon Han (1) Hyeonbin Hwang (1)

Research topics

Machine Learning (3) Natural Language Processing (3) Artificial Intelligence (2) Applications (2) Core Methods (2) Optimization & Theory (2) Deep Learning (1) Application Areas (1) Architectures (1) Core AI (1) Learning Paradigms (1) Learning Types (1) Resources & Methods (1)

Keywords

one-shot learning (1) sequence modeling (1) domain adaptation (1) natural language processing (1) text classification (1) in-context learning (1) intent classification (1) news analysis (1) dialogue state tracking (1) language model (1) knowledge acquisition (1) knowledge forgetting (1) beam search (1) misinformation detection (1) hierarchical encoder (1) joint goal accuracy (1) parametric knowledge (1) incongruity detection (1) textual representation (1) news headline (1)

Papers

Knowledge Entropy Decay during Language Model Pretraining Hinders New Knowledge Acquisition ICLR 2025 Learning to Adapt Large Language Models to One-Shot In-Context Intent Classification on Unseen Domains EMNLP 2024 BREAK: Breaking the Dialogue State Tracking Barrier with Beam Search and Re-ranking ACL 2023 Detecting Incongruity between News Headline and Body Text via a Deep Hierarchical Encoder AAAI 2019