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03/11/2018
Generating Bilingual Pragmatic Color References
Contextual influences on language exhibit substantial language-independe...
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03/08/2018
IcoRating: A Deep-Learning System for Scam ICO Identification
Cryptocurrencies (or digital tokens, digital currencies, e.g., BTC, ETH,...
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03/29/2017
Colors in Context: A Pragmatic Neural Model for Grounded Language Understanding
We present a model of pragmatic referring expression interpretation in a...
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02/22/2017
Data Distillation for Controlling Specificity in Dialogue Generation
People speak at different levels of specificity in different situations....
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01/23/2017
Learning to Decode for Future Success
We introduce a simple, general strategy to manipulate the behavior of a ...
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01/23/2017
Adversarial Learning for Neural Dialogue Generation
In this paper, drawing intuition from the Turing test, we propose using ...
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12/24/2016
Understanding Neural Networks through Representation Erasure
While neural networks have been successfully applied to many natural lan...
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11/25/2016
A Simple, Fast Diverse Decoding Algorithm for Neural Generation
In this paper, we propose a simple, fast decoding algorithm that fosters...
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06/13/2016
Learning to Generate Compositional Color Descriptions
The production of color language is essential for grounded language gene...
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06/05/2016
Deep Reinforcement Learning for Dialogue Generation
Recent neural models of dialogue generation offer great promise for gene...
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10/23/2015
Learning in the Rational Speech Acts Model
The Rational Speech Acts (RSA) model treats language use as a recursive ...
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05/23/2015