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06/11/2021
Generate, Annotate, and Learn: Generative Models Advance Self-Training and Knowledge Distillation
Semi-Supervised Learning (SSL) has seen success in many application doma...
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10/09/2020
Multichannel Generative Language Model: Learning All Possible Factorizations Within and Across Channels
A channel corresponds to a viewpoint or transformation of an underlying ...
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02/20/2020
Contextual Lensing of Universal Sentence Representations
What makes a universal sentence encoder universal? The notion of a gener...
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10/29/2019
An Empirical Study of Generation Order for Machine Translation
In this work, we present an empirical study of generation order for mach...
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05/30/2019
Graph Normalizing Flows
We introduce graph normalizing flows: a new, reversible graph neural net...
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02/19/2019
DOM-Q-NET: Grounded RL on Structured Language
Building agents to interact with the web would allow for significant imp...
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02/12/2019
ACTRCE: Augmenting Experience via Teacher's Advice For Multi-Goal Reinforcement Learning
Sparse reward is one of the most challenging problems in reinforcement l...
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02/08/2019