Featured Publications

Read our featured peer-reviewed publications, or view all publications.

 
Frames.jpeg

December 2016

Frames: A Corpus For Adding Memory To Goal-Oriented Dialogue Systems

In this paper, study the role of memory in goal-oriented dialogue systems and we share a new dataset for the AI research community.

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December 2016

Improving Scalability of Reinforcement Learning by Separation of Concerns

In this paper, we propose a framework for solving a single-agent task by using multiple agents, each focusing on different aspects of the task.

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November 2016

NewsQA: A Machine Comprehension Dataset

NIPS 2016

We present NewsQA, a challenging human-generated machine comprehension dataset of over 100,000 Q&A pairs.

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