Hakyung Lee

4 papers · 2024–2025 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (19)

Venues

EMNLP (2) ACL (1) ECCV (1)

Top co-authors

Kyungwoo Song (4) Subeen Park (2) Keon-Hee Park (2) Gyeong-Moon Park (2) Jihee Kim (2) YongTaek Lim (1) Sungjun Lim (1) Joowang Kim (1) Hoyoon Byun (1) Jeyoon Yeom (1)

Research topics

Artificial Intelligence (4) Deep Learning (4) Machine Learning (4) Core AI (4) Learning Types · Deep Learning (3) Natural Language Processing (2) Application Areas (2) Applications (1) Core Methods (1) Generation (1) Learning Types · Machine Learning (1) Models (1) Optimization & Theory (1)

Keywords

large language model (2) uncertainty quantification (1) factual accuracy (1) information extraction (1) question answering (1) token selection (1) text generation (1) text retrieval (1) pre-trained model (1) out-of-distribution detection (1) decoding strategy (1) hallucination detection (1) generalized category discovery (1) contrastive loss (1) contrastive decoding (1) embedding comparison (1) technical domain (1) pseudo-labelings (1) online (1) continuous (1)

Papers

TIDES: Technical Information Discovery and Extraction System EMNLP 2025 Uncertainty-Aware Contrastive Decoding ACL 2025 CED: Comparing Embedding Differences for Detecting Out-of-Distribution and Hallucinated Text EMNLP 2024 Online Continuous Generalized Category Discovery ECCV 2024