Tieyan Liu
6 papers · 2018–2020 · 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
Top co-authors
Research topics
Deep Learning
(5)
Natural Language Processing
(4)
Architectures
(3)
Techniques
(3)
Artificial Intelligence
(2)
Applications
(2)
Core AI
(2)
Generation
(2)
Machine Learning
(1)
Application Areas
(1)
Core Methods
(1)
Optimization & Theory · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Resources & Methods
(1)
Keywords
neural machine translation
(2)
sequence generation
(1)
semi-supervised learning
(1)
mean field theory
(1)
attention mechanism
(1)
knowledge transfer
(1)
natural language generation
(1)
low-rank approximation
(1)
likelihood maximization
(1)
long short-term memory
(1)
recurrent neural network
(1)
learning rate warmup
(1)
layer normalization
(1)
word embedding
(1)
weight tying
(1)
regularization method
(1)
contextual embedding
(1)
byte pair encoding
(1)
gate mechanism
(1)
network training
(1)
Papers
Incorporating BERT into Neural Machine Translation
ICLR 2020
On Layer Normalization in the Transformer Architecture
ICML 2020
Sequence Generation with Mixed Representations
ICML 2020
Efficient Training of BERT by Progressively Stacking
ICML 2019
Representation Degeneration Problem in Training Natural Language Generation Models
ICLR 2019
Towards Binary-Valued Gates for Robust LSTM Training
ICML 2018