SeongKu Kang
9 papers · 2022–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (29) 🐣 Hot Topic Early Bird ⚡ Prolific Year · Productive
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Applications · Natural Language Processing
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Keywords
recommender system
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recommendation system
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large language model
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dense retrieval
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self-supervised learning
(1)
attention mechanism
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domain adaptation
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preference learning
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information retrieval
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empirical risk minimization
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semantic indexing
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probability calibration
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preference modeling
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generative model
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training dynamics
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latent representation
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in-context learning
(1)
demonstration retrieval
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sentiment analysis
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transfer learning
(1)
Papers
Scientific Paper Retrieval with LLM-Guided Semantic-Based Ranking
EMNLP 2025
Topic Coverage-based Demonstration Retrieval for In-Context Learning
EMNLP 2025
Learning Discriminative Dynamics with Label Corruption for Noisy Label Detection
CVPR 2024
Multi-Domain Recommendation to Attract Users via Domain Preference Modeling
AAAI 2024
Pearl: A Review-driven Persona-Knowledge Grounded Conversational Recommendation Dataset
ACL 2024
Self-Consistent Reasoning-based Aspect-Sentiment Quad Prediction with Extract-Then-Assign Strategy
ACL 2024
Taxonomy-guided Semantic Indexing for Academic Paper Search
EMNLP 2024
Learning Topology-Specific Experts for Molecular Property Prediction
AAAI 2023
Obtaining Calibrated Probabilities with Personalized Ranking Models
AAAI 2022