Tianxiao Shen
7 papers · 2016–2023 · 5 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (17) π£ Hot Topic Early Bird
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Research topics
Machine Learning
(5)
Deep Learning
(4)
Natural Language Processing
(4)
Artificial Intelligence
(3)
Core Methods
(3)
Generation
(3)
Learning Types Β· Deep Learning
(3)
Application Areas
(2)
Core AI
(2)
Applications
(1)
Learning Paradigms
(1)
Learning Types Β· Machine Learning
(1)
Models
(1)
Optimization & Theory
(1)
Techniques
(1)
Keywords
style transfer
(3)
text generation
(3)
latent representation
(2)
domain adaptation
(2)
sequence generation
(2)
orthogonal decomposition
(1)
latent variable model
(1)
mixture model
(1)
language model
(1)
denoising objective
(1)
text infilling
(1)
toxicity control
(1)
adversarial autoencoder
(1)
text restoration
(1)
online training
(1)
text manipulation
(1)
generative autoencoder
(1)
sentiment modification
(1)
lexically constrained generation
(1)
diverse decoding
(1)
Papers
Generating Sequences by Learning to Self-Correct
ICLR 2023
Controlling Directions Orthogonal to a Classifier
ICLR 2022
Blank Language Models
EMNLP 2020
Educating Text Autoencoders: Latent Representation Guidance via Denoising
ICML 2020
Mixture Models for Diverse Machine Translation: Tricks of the Trade
ICML 2019
Style Transfer from Non-Parallel Text by Cross-Alignment
NeurIPS 2017
Making Dependency Labeling Simple, Fast and Accurate
NAACL 2016