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


Sep 10, 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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Augmentation Pathways Network for Visual Recognition


Jul 26, 2021
Yalong Bai, Mohan Zhou, Yuxiang Chen, Wei Zhang, Bowen Zhou, Tao Mei


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Don't Take It Literally: An Edit-Invariant Sequence Loss for Text Generation


Jul 23, 2021
Guangyi Liu, Zichao Yang, Tianhua Tao, Xiaodan Liang, Zhen Li, Bowen Zhou, Shuguang Cui, Zhiting Hu

* 10 pages, 5 figures 

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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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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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HAIR: Head-mounted AR Intention Recognition


Feb 22, 2021
David Puljiz, Bowen Zhou, Ke Ma, Björn Hein

* As accepted to the 4th Virtual, Augmented and Mixed reality Human-robot interaction workshop (VAM-HRI), HRI 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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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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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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Multi-hop Reading Comprehension across Multiple Documents by Reasoning over Heterogeneous Graphs


Jun 04, 2019
Ming Tu, Guangtao Wang, Jing Huang, Yun Tang, Xiaodong He, Bowen Zhou

* To appear in ACL 2019 

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Improving the Robustness of Deep Neural Networks via Adversarial Training with Triplet Loss


May 28, 2019
Pengcheng Li, Jinfeng Yi, Bowen Zhou, Lijun Zhang


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