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Learning Visual Representations with Caption Annotations
Pretraining general-purpose visual features has become a crucial part of...
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Dialog System Technology Challenge 7
This paper introduces the Seventh Dialog System Technology Challenges (D...
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ReviewQA: a relational aspect-based opinion reading dataset
Deep reading models for question-answering have demonstrated promising p...
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Non-Markovian Control with Gated End-to-End Memory Policy Networks
Partially observable environments present an important open challenge in...
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A Language-independent and Compositional Model for Personality Trait Recognition from Short Texts
Many methods have been used to recognize author personality traits from ...
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Gated End-to-End Memory Networks
Machine reading using differentiable reasoning models has recently shown...
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Spectral decomposition method of dialog state tracking via collective matrix factorization
The task of dialog management is commonly decomposed into two sequential...
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Dialog state tracking, a machine reading approach using Memory Network
In an end-to-end dialog system, the aim of dialog state tracking is to a...
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Online Learning to Sample
Stochastic Gradient Descent (SGD) is one of the most widely used techniq...
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