Yiben Yang
4 papers · 2018–2020 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Interdisciplinary Bridge ยท Bronze
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Taxonomy Completionist
(11)
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Hot Topic Early Bird
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Research topics
Keywords
active learning
(1)
data augmentation
(1)
commonsense knowledge
(1)
language modeling
(1)
low-resource learning
(1)
out-of-distribution generalization
(1)
synthetic data generation
(1)
neural network regularization
(1)
language model
(1)
pre-trained language model
(1)
generative data augmentation
(1)
commonsense reasoning
(1)
language model fine-tuning
(1)
non-negative matrix factorization
(1)
word embedding
(1)
patient stratification
(1)
low-resource setting
(1)
recurrent neural network language model
(1)
property extraction
(1)
corpus training
(1)
Papers
Generative Data Augmentation for Commonsense Reasoning
EMNLP 2020
Using Large Corpus N-gram Statistics to Improve Recurrent Neural Language Models
NAACL 2019
Extracting Commonsense Properties from Embeddings with Limited Human Guidance
ACL 2018
Integrating Hypertension Phenotype and Genotype with Hybrid Non-negative Matrix Factorization
MLHC 2018