Shang-Yu Su
9 papers · 2017–2020 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (26) 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer
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Keyword Collector
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Research topics
Artificial Intelligence
(7)
Core AI
(7)
Deep Learning
(5)
Machine Learning
(5)
Natural Language Processing
(5)
Generation
(5)
Learning Types · Machine Learning
(4)
Applications
(2)
Learning Types · Deep Learning
(2)
Techniques
(2)
Understanding
(2)
Healthcare & Medicine
(1)
Reinforcement Learning
(1)
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(1)
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(1)
Keywords
natural language generation
(4)
natural language understanding
(3)
neural network
(2)
dialogue system
(2)
language understanding
(2)
dialogue policy
(2)
text classification
(1)
multi-task learning
(1)
sequence generation
(1)
text generation
(1)
semantic representation
(1)
spoken language understanding
(1)
randomized controlled trial
(1)
joint learning
(1)
catastrophic forgetting
(1)
language model
(1)
lifelong learning
(1)
knowledge distillation
(1)
contextual modeling
(1)
attention mechanism
(1)
Papers
Dual Inference for Improving Language Understanding and Generation
EMNLP 2020
Lifelong Language Knowledge Distillation
EMNLP 2020
Towards Unsupervised Language Understanding and Generation by Joint Dual Learning
ACL 2020
Dual Supervised Learning for Natural Language Understanding and Generation
ACL 2019
Towards Understanding of Medical Randomized Controlled Trials by Conclusion Generation
EMNLP 2019
Discriminative Deep Dyna-Q: Robust Planning for Dialogue Policy Learning
EMNLP 2018
How Time Matters: Learning Time-Decay Attention for Contextual Spoken Language Understanding in Dialogues
NAACL 2018
Natural Language Generation by Hierarchical Decoding with Linguistic Patterns
NAACL 2018
Speaker Role Contextual Modeling for Language Understanding and Dialogue Policy Learning
IJCNLP 2017