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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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TextOCR: Towards large-scale end-to-end reasoning for arbitrary-shaped scene text


May 12, 2021
Amanpreet Singh, Guan Pang, Mandy Toh, Jing Huang, Wojciech Galuba, Tal Hassner

* To appear in CVPR 2021. 15 pages, 7 figures. First three authors contributed equally. More info at https://textvqa.org/textocr 

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UniGNN: a Unified Framework for Graph and Hypergraph Neural Networks


May 03, 2021
Jing Huang, Jie Yang

* Accepted by IJCAI 2021 

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Residual Enhanced Multi-Hypergraph Neural Network


May 02, 2021
Jing Huang, Xiaolin Huang, Jie Yang

* ICIP 2021 submitted 

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A Multiplexed Network for End-to-End, Multilingual OCR


Mar 29, 2021
Jing Huang, Guan Pang, Rama Kovvuri, Mandy Toh, Kevin J Liang, Praveen Krishnan, Xi Yin, Tal Hassner


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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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Document-Level Relation Extraction with Adaptive Thresholding and Localized Context Pooling


Oct 23, 2020
Wenxuan Zhou, Kevin Huang, Tengyu Ma, Jing Huang

* Code available at https://github.com/wzhouad/ATLOP 

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Direct Multi-hop Attention based Graph Neural Network


Oct 02, 2020
Guangtao Wang, Rex Ying, Jing Huang, Jure Leskovec


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Inductive Learning on Commonsense Knowledge Graph Completion


Sep 19, 2020
Bin Wang, Guangtao Wang, Jing Huang, Jiaxuan You, Jure Leskovec, C. -C. Jay Kuo

* 10 pages, 3 figures, 7 tables 

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Entity and Evidence Guided Relation Extraction for DocRED


Aug 27, 2020
Kevin Huang, Guangtao Wang, Tengyu Ma, Jing Huang


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Mask TextSpotter v3: Segmentation Proposal Network for Robust Scene Text Spotting


Jul 18, 2020
Minghui Liao, Guan Pang, Jing Huang, Tal Hassner, Xiang Bai

* Accepted by ECCV 2020 

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Mastering the working sequence in human-robot collaborative assembly based on reinforcement learning


Jul 08, 2020
Tian Yu, Jing Huang, Qing Chang

* 11 pages, 6 figures 

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Improving Weakly Supervised Visual Grounding by Contrastive Knowledge Distillation


Jul 03, 2020
Liwei Wang, Jing Huang, Yin Li, Kun Xu, Zhengyuan Yang, Dong Yu


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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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Deep Visual Waterline Detection within Inland Marine Environment


Nov 24, 2019
Jing Huang, Hengfeng Miao, Lin Li, Yuanqiao Wen, Changshi Xiao

* 9 pages, 3 figures, journal 

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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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Speaker-invariant Affective Representation Learning via Adversarial Training


Nov 04, 2019
Haoqi Li, Ming Tu, Jing Huang, Shrikanth Narayanan, Panayiotis Georgiou

* 5 pages 

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Improving Graph Attention Networks with Large Margin-based Constraints


Oct 25, 2019
Guangtao Wang, Rex Ying, Jing Huang, Jure Leskovec


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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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