Nathan Ng
5 papers · 2019–2022 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(15)
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The Questioner
Venues
Top co-authors
Research topics
Machine Learning
(3)
Learning Types · Machine Learning
(3)
Artificial Intelligence
(2)
Deep Learning
(2)
Natural Language Processing
(2)
Core AI
(2)
Computer Science
(1)
Application Areas
(1)
Applications · Computer Science
(1)
Applications · Natural Language Processing
(1)
Architectures
(1)
Core Methods
(1)
Generation
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory
(1)
Keywords
neural machine translation
(2)
sequence modeling
(2)
self-supervised learning
(1)
weakly supervised learning
(1)
data augmentation
(1)
text generation
(1)
masked language model
(1)
bilingual text
(1)
neural toolkit
(1)
software framework
(1)
distributed training
(1)
language model
(1)
influence function
(1)
out-of-domain generalization
(1)
model interpretation
(1)
region proposal network
(1)
transformer model
(1)
neural network
(1)
leave-one-out retraining
(1)
bregman response function
(1)
Papers
If Influence Functions are the Answer, Then What is the Question?
NeurIPS 2022
SSMBA: Self-Supervised Manifold Based Data Augmentation for Improving Out-of-Domain Robustness
EMNLP 2020
Embryo Staging with Weakly-Supervised Region Selection and Dynamically-Decoded Predictions
MLHC 2019
Facebook FAIR’s WMT19 News Translation Task Submission
ACL 2019
fairseq: A Fast, Extensible Toolkit for Sequence Modeling
NAACL 2019