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Learning Contextual Representations for Semantic Parsing with Generation-Augmented Pre-Training
Most recently, there has been significant interest in learning contextua...
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Decomposed Adversarial Learned Inference
Effective inference for a generative adversarial model remains an import...
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Censored Quantile Regression Forest
Random forests are powerful non-parametric regression method but are sev...
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Semi-Supervised Learning for Text Classification by Layer Partitioning
Most recent neural semi-supervised learning algorithms rely on adding sm...
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Knowledge Enhanced Attention for Robust Natural Language Inference
Neural network models have been very successful at achieving high accura...
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Censored Quantile Regression Forests
Random forests are powerful non-parametric regression method but are sev...
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Boosting in the presence of outliers: adaptive classification with non-convex loss functions
This paper examines the role and efficiency of the non-convex loss funct...
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Alexander Hanbo Li
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