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SCaLa: Supervised Contrastive Learning for End-to-End Automatic Speech Recognition


Oct 08, 2021
Li Fu, Xiaoxiao Li, Runyu Wang, Zhengchen Zhang, Youzheng Wu, Xiaodong He, Bowen Zhou

* Submitted to ICASSP 2022 

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The JDDC 2.0 Corpus: A Large-Scale Multimodal Multi-Turn Chinese Dialogue Dataset for E-commerce Customer Service


Sep 27, 2021
Nan Zhao, Haoran Li, Youzheng Wu, Xiaodong He, Bowen Zhou


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RoR: Read-over-Read for Long Document Machine Reading Comprehension


Sep 14, 2021
Jing Zhao, Junwei Bao, Yifan Wang, Yongwei Zhou, Youzheng Wu, Xiaodong He, Bowen Zhou

* Accepted as findings of EMNLP2021 

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CUSTOM: Aspect-Oriented Product Summarization for E-Commerce


Aug 18, 2021
Jiahui Liang, Junwei Bao, Yifan Wang, Youzheng Wu, Xiaodong He, Bowen Zhou

* 12 pages, 4 figures and 6 tables 

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EviDR: Evidence-Emphasized Discrete Reasoning for Reasoning Machine Reading Comprehension


Aug 18, 2021
Yongwei Zhou, Junwei Bao, Haipeng Sun, Jiahui Liang, Youzheng Wu, Xiaodong He, Bowen Zhou, Tiejun Zhao

* 12 pages, 1 figure and 5 tables 

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Joint System-Wise Optimization for Pipeline Goal-Oriented Dialog System


Jun 09, 2021
Zichuan Lin, Jing Huang, Bowen Zhou, Xiaodong He, Tengyu Ma

* 13 pages 

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RevCore: Review-augmented Conversational Recommendation


Jun 02, 2021
Yu Lu, Junwei Bao, Yan Song, Zichen Ma, Shuguang Cui, Youzheng Wu, Xiaodong He

* Accepted by ACL-Findings 2021. 13 pages, 3 figures, and 10 tables 

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Conversational AI Systems for Social Good: Opportunities and Challenges


May 13, 2021
Peng Qi, Jing Huang, Youzheng Wu, Xiaodong He, Bowen Zhou


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SGG: Learning to Select, Guide, and Generate for Keyphrase Generation


May 06, 2021
Jing Zhao, Junwei Bao, Yifan Wang, Youzheng Wu, Xiaodong He, Bowen Zhou

* 10 pages, 4 figures, accepted by NAACL2021 

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K-PLUG: Knowledge-injected Pre-trained Language Model for Natural Language Understanding and Generation in E-Commerce


Apr 14, 2021
Song Xu, Haoran Li, Peng Yuan, Yujia Wang, Youzheng Wu, Xiaodong He, Ying Liu, Bowen Zhou


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Graph Ensemble Learning over Multiple Dependency Trees for Aspect-level Sentiment Classification


Mar 12, 2021
Xiaochen Hou, Peng Qi, Guangtao Wang, Rex Ying, Jing Huang, Xiaodong He, Bowen Zhou

* Accepted by NAACL 2021 

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Conversational Query Rewriting with Self-supervised Learning


Feb 19, 2021
Hang Liu, Meng Chen, Youzheng Wu, Xiaodong He, Bowen Zhou

* Accepted by ICASSP 2021 

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Improving Prosody Modelling with Cross-Utterance BERT Embeddings for End-to-end Speech Synthesis


Nov 06, 2020
Guanghui Xu, Wei Song, Zhengchen Zhang, Chao Zhang, Xiaodong He, Bowen Zhou

* 5 pages, 4 figures 

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Learning to Decouple Relations: Few-Shot Relation Classification with Entity-Guided Attention and Confusion-Aware Training


Oct 21, 2020
Yingyao Wang, Junwei Bao, Guangyi Liu, Youzheng Wu, Xiaodong He, Bowen Zhou, Tiejun Zhao

* 11 pages, 5 figures, accepted by COLING2020 

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Multimodal Joint Attribute Prediction and Value Extraction for E-commerce Product


Sep 15, 2020
Tiangang Zhu, Yue Wang, Haoran Li, Youzheng Wu, Xiaodong He, Bowen Zhou

* Accepted by EMNLP 2020 

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Speaker Diarization with Lexical Information


Apr 13, 2020
Tae Jin Park, Kyu J. Han, Jing Huang, Xiaodong He, Bowen Zhou, Panayiotis Georgiou, Shrikanth Narayanan

* Interspeech 2019, 391-395 

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Graph Sequential Network for Reasoning over Sequences


Apr 04, 2020
Ming Tu, Jing Huang, Xiaodong He, Bowen Zhou

* Part of this paper was presented at NeurIPS 2019 Workshop on Graph Representation Learning 

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DR-GAN: Conditional Generative Adversarial Network for Fine-Grained Lesion Synthesis on Diabetic Retinopathy Images


Dec 10, 2019
Yi Zhou, Boyang Wang, Xiaodong He, Shanshan Cui, Fan Zhu, Li Liu, Ling Shao

* Extension work of our MICCAI paper 

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The JDDC Corpus: A Large-Scale Multi-Turn Chinese Dialogue Dataset for E-commerce Customer Service


Nov 25, 2019
Meng Chen, Ruixue Liu, Lei Shen, Shaozu Yuan, Jingyan Zhou, Youzheng Wu, Xiaodong He, Bowen Zhou


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Select, Answer and Explain: Interpretable Multi-hop Reading Comprehension over Multiple Documents


Nov 22, 2019
Ming Tu, Kevin Huang, Guangtao Wang, Jing Huang, Xiaodong He, Bowen Zhou

* Accepted to AAAI 2020 

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Multimodal Intelligence: Representation Learning, Information Fusion, and Applications


Nov 10, 2019
Chao Zhang, Zichao Yang, Xiaodong He, Li Deng


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Orthogonal Relation Transforms with Graph Context Modeling for Knowledge Graph Embedding


Nov 09, 2019
Yun Tang, Jing Huang, Guangtao Wang, Xiaodong He, Bowen Zhou


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Selective Attention Based Graph Convolutional Networks for Aspect-Level Sentiment Classification


Oct 24, 2019
Xiaochen Hou, Jing Huang, Guangtao Wang, Kevin Huang, Xiaodong He, Bowen Zhou


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Relation Module for Non-answerable Prediction on Question Answering


Oct 23, 2019
Kevin Huang, Yun Tang, Jing Huang, Xiaodong He, Bowen Zhou


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Zero-shot Text-to-SQL Learning with Auxiliary Task


Aug 29, 2019
Shuaichen Chang, Pengfei Liu, Yun Tang, Jing Huang, Xiaodong He, Bowen Zhou


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Multiple instance learning with graph neural networks


Jun 12, 2019
Ming Tu, Jing Huang, Xiaodong He, Bowen Zhou

* Accepted to ICML 2019 Workshop on Learning and Reasoning with Graph-Structured Representations 

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