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Learning to Select External Knowledge with Multi-Scale Negative Sampling
The Track-1 of DSTC9 aims to effectively answer user requests or questio...
02/03/2021 ∙ by Huang He, et al. ∙
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PLATO-2: Towards Building an Open-Domain Chatbot via Curriculum Learning
To build a high-quality open-domain chatbot, we introduce the effective ...
06/30/2020 ∙ by Siqi Bao, et al. ∙
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PLATO: Pre-trained Dialogue Generation Model with Discrete Latent Variable
Pre-training models have been proved effective for a wide range of natur...
10/17/2019 ∙ by Siqi Bao, et al. ∙
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3D Deep Affine-Invariant Shape Learning for Brain MR Image Segmentation
Recent advancements in medical image segmentation techniques have achiev...
09/14/2019 ∙ by Zhou He, et al. ∙
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DAL: Dual Adversarial Learning for Dialogue Generation
In open-domain dialogue systems, generative approaches have attracted mu...
06/23/2019 ∙ by Shaobo Cui, et al. ∙
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Know More about Each Other: Evolving Dialogue Strategy via Compound Assessment
In this paper, a novel Generation-Evaluation framework is developed for ...
06/03/2019 ∙ by Siqi Bao, et al. ∙
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Familia: A Configurable Topic Modeling Framework for Industrial Text Engineering
In the last decade, a variety of topic models have been proposed for tex...
08/11/2018 ∙ by Di Jiang, et al. ∙
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3D Randomized Connection Network with Graph-based Label Inference
In this paper, a novel 3D deep learning network is proposed for brain MR...
11/11/2017 ∙ by Siqi Bao, et al. ∙
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Familia: An Open-Source Toolkit for Industrial Topic Modeling
Familia is an open-source toolkit for pragmatic topic modeling in indust...
07/31/2017 ∙ by Di Jiang, et al. ∙
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Feature Sensitive Label Fusion with Random Walker for Atlas-based Image Segmentation
In this paper, a novel label fusion method is proposed for brain magneti...
10/24/2016 ∙ by Siqi Bao, et al. ∙
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