Dongchan Kim

4 papers · 2017–2018 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (14) 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer

📈 Trend Setter

Venues

ACL (3) NAACL (1)

Top co-authors

Young-Bum Kim (4) Karl Stratos (2) Ruhi Sarikaya (2) Joo-Kyung Kim (1) Anjishnu Kumar (1)

Research topics

Deep Learning (4) Machine Learning (4) Learning Types · Deep Learning (3) Natural Language Processing (2) Application Areas (2) Applications (2) Core Methods (2) Learning Types · Machine Learning (2) Techniques (2) Artificial Intelligence (1) Architectures (1) Learning Paradigms (1)

Keywords

attention mechanism (2) domain classification (2) neural network (2) intent classification (2) natural language understanding (2) domain adaptation (2) synthetic data (1) intent recognition (1) slot filling (1) temporal shift (1) personalized attention (1) ensemble of expert (1) neural network architecture (1) shortlisting reranking (1) ensemble learning (1) incremental learning (1) adversarial training (1) distribution shift (1) listwise ranking (1)

Papers

A Scalable Neural Shortlisting-Reranking Approach for Large-Scale Domain Classification in Natural Language Understanding NAACL 2018 Efficient Large-Scale Neural Domain Classification with Personalized Attention ACL 2018 Adversarial Adaptation of Synthetic or Stale Data ACL 2017 Domain Attention with an Ensemble of Experts ACL 2017