Siqi Bao | DeepAI

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Chen Li
144 publications
Fan Wang
110 publications
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101 publications
Jun Xu
91 publications
Yong Jiang
86 publications
Pei Wang
55 publications
Han Zhou
26 publications
Zeyu Chen
22 publications
Albert C. S. Chung
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Zhihua Wu
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∙ 12/19/2022

Query Enhanced Knowledge-Intensive Conversation via Unsupervised Joint Modeling

The quality of knowledge retrieval is crucial in knowledge-intensive con...

0 Mingzhu Cai, et al. ∙

∙ 11/02/2022

PLATO-K: Internal and External Knowledge Enhanced Dialogue Generation

Recently, the practical deployment of open-domain dialogue systems has b...

0 Siqi Bao, et al. ∙

∙ 10/14/2022

Q-TOD: A Query-driven Task-oriented Dialogue System

Existing pipelined task-oriented dialogue systems usually have difficult...

0 Xin Tian, et al. ∙

∙ 08/30/2022

Towards Boosting the Open-Domain Chatbot with Human Feedback

Many open-domain dialogue models pre-trained with social media comments ...

0 Hua Lu, et al. ∙

∙ 06/28/2022

SINC: Service Information Augmented Open-Domain Conversation

Generative open-domain dialogue systems can benefit from external knowle...

0 Han Zhou, et al. ∙

∙ 03/08/2022

Towards Building an Open-Domain Dialogue System Incorporated with Internet Memes

In recent years, Internet memes have been widely used in online chatting...

0 Hua Lu, et al. ∙

∙ 12/23/2021

TOD-DA: Towards Boosting the Robustness of Task-oriented Dialogue Modeling on Spoken Conversations

Task-oriented dialogue systems have been plagued by the difficulties of ...

0 Xin Tian, et al. ∙

∙ 10/29/2021

Amendable Generation for Dialogue State Tracking

In task-oriented dialogue systems, recent dialogue state tracking method...

0 Xin Tian, et al. ∙

∙ 09/20/2021

PLATO-XL: Exploring the Large-scale Pre-training of Dialogue Generation

To explore the limit of dialogue generation pre-training, we present the...

0 Siqi Bao, et al. ∙

∙ 05/06/2021

A Unified Pre-training Framework for Conversational AI

In this work, we explore the application of PLATO-2 on various dialogue ...

0 Siqi Bao, et al. ∙

∙ 02/03/2021

Learning to Select External Knowledge with Multi-Scale Negative Sampling

The Track-1 of DSTC9 aims to effectively answer user requests or questio...

0 Huang He, et al. ∙

∙ 06/30/2020

PLATO-2: Towards Building an Open-Domain Chatbot via Curriculum Learning

To build a high-quality open-domain chatbot, we introduce the effective ...

0 Siqi Bao, et al. ∙

∙ 10/17/2019

PLATO: Pre-trained Dialogue Generation Model with Discrete Latent Variable

Pre-training models have been proved effective for a wide range of natur...

0 Siqi Bao, et al. ∙

∙ 09/14/2019

3D Deep Affine-Invariant Shape Learning for Brain MR Image Segmentation

Recent advancements in medical image segmentation techniques have achiev...

0 Zhou He, et al. ∙

∙ 06/23/2019

DAL: Dual Adversarial Learning for Dialogue Generation

In open-domain dialogue systems, generative approaches have attracted mu...

0 Shaobo Cui, et al. ∙

∙ 06/03/2019

Know More about Each Other: Evolving Dialogue Strategy via Compound Assessment

In this paper, a novel Generation-Evaluation framework is developed for ...

0 Siqi Bao, et al. ∙

∙ 08/11/2018

Familia: A Configurable Topic Modeling Framework for Industrial Text Engineering

In the last decade, a variety of topic models have been proposed for tex...

0 Di Jiang, et al. ∙

∙ 11/11/2017

3D Randomized Connection Network with Graph-based Label Inference

In this paper, a novel 3D deep learning network is proposed for brain MR...

0 Siqi Bao, et al. ∙

∙ 07/31/2017

Familia: An Open-Source Toolkit for Industrial Topic Modeling

Familia is an open-source toolkit for pragmatic topic modeling in indust...

0 Di Jiang, et al. ∙

∙ 10/24/2016

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...

0 Siqi Bao, et al. ∙

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