Tatsunori B. Hashimoto
6 papers · 2019–2021 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(14)
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Hot Topic Early Bird
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Research topics
Machine Learning
(5)
Natural Language Processing
(4)
Generation
(3)
Optimization & Theory
(3)
Application Areas
(2)
Core Methods
(2)
Artificial Intelligence
(1)
Deep Learning
(1)
Applications
(1)
Learning Paradigms
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Keywords
language model
(2)
distributionally robust optimization
(2)
natural language generation
(2)
natural language inference
(1)
text generation
(1)
language modeling
(1)
text summarization
(1)
unsupervised parsing
(1)
maximum likelihood
(1)
statistical evaluation
(1)
l2 regularization
(1)
maximum likelihood estimation
(1)
log loss
(1)
graphical model
(1)
inductive bia
(1)
loss function
(1)
masked language modeling
(1)
human evaluation
(1)
overparameterized neural network
(1)
syntactic structure
(1)
Papers
DReCa: A General Task Augmentation Strategy for Few-Shot Natural Language Inference
NAACL 2021
On the Inductive Bias of Masked Language Modeling: From Statistical to Syntactic Dependencies
NAACL 2021
Distributionally Robust Neural Networks
ICLR 2020
Improved Natural Language Generation via Loss Truncation
ACL 2020
Distributionally Robust Language Modeling
EMNLP 2019
Unifying Human and Statistical Evaluation for Natural Language Generation
NAACL 2019