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10/29/2018
On Controllable Sparse Alternatives to Softmax
Converting an n-dimensional vector to a probability distribution over n ...
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10/18/2018
Unsupervised Neural Text Simplification
The paper presents a first attempt towards unsupervised neural text simp...
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10/05/2018
Scalable Micro-planned Generation of Discourse from Structured Data
We present a framework for generating natural language description from ...
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04/20/2018
A Mixed Hierarchical Attention based Encoder-Decoder Approach for Standard Table Summarization
Structured data summarization involves generation of natural language su...
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04/20/2018
Generating Descriptions from Structured Data Using a Bifocal Attention Mechanism and Gated Orthogonalization
In this work, we focus on the task of generating natural language descri...
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07/18/2017
Story Generation from Sequence of Independent Short Descriptions
Existing Natural Language Generation (NLG) systems are weak AI systems a...
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07/18/2017
A Machine Learning Approach for Evaluating Creative Artifacts
Much work has been done in understanding human creativity and defining m...
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04/26/2017
Diversity driven Attention Model for Query-based Abstractive Summarization
Abstractive summarization aims to generate a shorter version of the docu...
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03/14/2017
Joint Learning of Correlated Sequence Labelling Tasks Using Bidirectional Recurrent Neural Networks
The stream of words produced by Automatic Speech Recognition (ASR) syste...
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07/17/2016