Dongchan Kim
4 papers · 2017–2018 · 2 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (15) π Cross-Pollinator (15) π Interdisciplinary Bridge π Conference Polyglot (2) π§ Keyword Pioneer
π£
Hot Topic Early Bird
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Topic Pioneer
Conferences
ACL (3)
NAACL (1)
Top co-authors
Keywords
attention mechanism
(2)
domain classification
(2)
neural network
(2)
intent classification
(2)
natural language understanding
(2)
domain adaptation
(2)
list-wise ranking
(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)
synthetic datum
(1)
Papers
Efficient Large-Scale Neural Domain Classification with Personalized Attention
ACL 2018
A Scalable Neural Shortlisting-Reranking Approach for Large-Scale Domain Classification in Natural Language Understanding
NAACL 2018
Domain Attention with an Ensemble of Experts
ACL 2017
Adversarial Adaptation of Synthetic or Stale Data
ACL 2017