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Adversarial Decomposition of Text Representation
TLDR
In this paper, we present a method for adversarial decomposition of text representation. Expand
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Adversarial Text Generation Without Reinforcement Learning
TLDR
We propose to utilize an autoencoder to learn a low-dimensional representation of sentences. Expand
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HumorHawk at SemEval-2017 Task 6: Mixing Meaning and Sound for Humor Recognition
TLDR
This paper describes the winning system for SemEval-2017 Task 6: #HashtagWars: Learning a Sense of Humor. Expand
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Memory-Augmented Recurrent Networks for Dialogue Coherence
TLDR
We explore the use of the Neural Turing Machine (NTM) to provide a more permanent and flexible storage mechanism for maintaining dialogue coherence. Expand
Injecting Hierarchy with U-Net Transformers
TLDR
We introduce hierarchical processing into the Transformer model, taking inspiration from the U-Net architecture, popular in computer vision for its hierarchical view of natural images. Expand
Label-Conditioned Next-Frame Video Generation with Neural Flows
TLDR
We propose a state-of-the-art neural flow generator called Glow to generate videos conditioned on a textual label, one frame at a time. Expand