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06/25/2021
Decomposed Mutual Information Estimation for Contrastive Representation Learning
Recent contrastive representation learning methods rely on estimating mu...
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10/06/2020
Towards a Scalable and Distributed Infrastructure for Deep Learning Applications
Although recent scaling up approaches to train deep neural networks have...
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03/03/2020
Hybrid Generative-Retrieval Transformers for Dialogue Domain Adaptation
Domain adaptation has recently become a key problem in dialogue systems ...
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11/14/2019
The Eighth Dialog System Technology Challenge
This paper introduces the Eighth Dialog System Technology Challenge. In ...
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12/18/2018
Towards Deep Conversational Recommendations
There has been growing interest in using neural networks and deep learni...
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12/17/2018
From FiLM to Video: Multi-turn Question Answering with Multi-modal Context
Understanding audio-visual content and the ability to have an informativ...
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11/24/2018
Keep Drawing It: Iterative language-based image generation and editing
Conditional text-to-image generation approaches commonly focus on genera...
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11/02/2018
The Hard-CoRe Coreference Corpus: Removing Gender and Number Cues for Difficult Pronominal Anaphora Resolution
We introduce a new benchmark task for coreference resolution, Hard-CoRe,...
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06/29/2017
Relevance of Unsupervised Metrics in Task-Oriented Dialogue for Evaluating Natural Language Generation
Automated metrics such as BLEU are widely used in the machine translatio...
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06/06/2017
A Frame Tracking Model for Memory-Enhanced Dialogue Systems
Recently, resources and tasks were proposed to go beyond state tracking ...
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03/31/2017
Frames: A Corpus for Adding Memory to Goal-Oriented Dialogue Systems
This paper presents the Frames dataset (Frames is available at http://da...
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06/11/2016
Natural Language Generation in Dialogue using Lexicalized and Delexicalized Data
Natural language generation plays a critical role in spoken dialogue sys...
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06/10/2016