Jooyeon Lee

4 papers · 2020–2025 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (12)

Venues

NAACL (2) COLING (1) SemEval (1)

Top co-authors

Ozlem Uzuner (4) Sam Henry (2) Luan Huy Pham (2) Huong Dang (1) Fatemah Husain (1)

Research topics

Machine Learning (2) Natural Language Processing (2) Applications (2) Generation (2) Learning Types (2) Artificial Intelligence (1) Deep Learning (1) Healthcare & Medicine (1) Architectures (1) Clinical (1) Core AI (1) Core Methods (1) Resources & Methods (1)

Keywords

chain-of-thought prompting (2) consumer health (2) offensive language detection (1) text summarization (1) natural language understanding (1) long short-term memory (1) recurrent neural network (1) pre-trained model (1) retrieval-augmented generation (1) text classification (1) question entailment (1) question summarization (1) bidirectional gated recurrent unit (1) perspective classification (1) classifier-refiner architecture (1) multi-stage decision-making (1) large language model (1) question reformulation (1) abstractive summarization (1) prompt engineering (1)

Papers

MNLP at PerAnsSumm: A Classifier-Refiner Architecture for Improving the Classification of Consumer Health User Responses NAACL 2025 Enhancing Consumer Health Question Reformulation: Chain-of-Thought Prompting Integrating Focus, Type, and User Knowledge Level COLING 2024 MNLP at MEDIQA 2021: Fine-Tuning PEGASUS for Consumer Health Question Summarization NAACL 2021 SalamNET at SemEval-2020 Task 12: Deep Learning Approach for Arabic Offensive Language Detection SemEval 2020