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10/22/2020
Autoregressive Modeling is Misspecified for Some Sequence Distributions
Should sequences be modeled autoregressively—one symbol at a time? How m...
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04/28/2018
Neural Particle Smoothing for Sampling from Conditional Sequence Models
We introduce neural particle smoothing, a sequential Monte Carlo method ...
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12/26/2017
Actionable Email Intent Modeling with Reparametrized RNNs
Emails in the workplace are often intentional calls to action for its re...
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03/23/2015
Unsupervised POS Induction with Word Embeddings
Unsupervised word embeddings have been shown to be valuable as features ...
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12/14/2014