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Gumbel-Attention for Multi-modal Machine Translation


Mar 16, 2021
Pengbo Liu, Hailong Cao, Tiejun Zhao


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Document-Level Relation Extraction with Reconstruction


Dec 21, 2020
Wang Xu, Kehai Chen, Tiejun Zhao

* 9 pages, 5 figures, 6 tables. Accepted by AAAI 2021 (Long Paper) 

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AI-lead Court Debate Case Investigation


Oct 22, 2020
Changzhen Ji, Conghui Zhu, Tiejun Zhao

* 4 pages, 2 figures 

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Cross Copy Network for Dialogue Generation


Oct 22, 2020
Changzhen Ji, Xin Zhou, Yating Zhang, Xiaozhong Liu, Changlong Sun, Conghui Zhu, Tiejun Zhao

* 11 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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Reliable Evaluations for Natural Language Inference based on a Unified Cross-dataset Benchmark


Oct 15, 2020
Guanhua Zhang, Bing Bai, Jian Liang, Kun Bai, Conghui Zhu, Tiejun Zhao


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Demographics Should Not Be the Reason of Toxicity: Mitigating Discrimination in Text Classifications with Instance Weighting


Apr 29, 2020
Guanhua Zhang, Bing Bai, Junqi Zhang, Kun Bai, Conghui Zhu, Tiejun Zhao

* Accepted by ACL 2020 

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Knowledge Distillation for Multilingual Unsupervised Neural Machine Translation


Apr 21, 2020
Haipeng Sun, Rui Wang, Kehai Chen, Masao Utiyama, Eiichiro Sumita, Tiejun Zhao

* Accepted to ACL 2020 

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Self-Training for Unsupervised Neural Machine Translation in Unbalanced Training Data Scenarios


Apr 09, 2020
Haipeng Sun, Rui Wang, Kehai Chen, Masao Utiyama, Eiichiro Sumita, Tiejun Zhao


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Understanding Learning Dynamics for Neural Machine Translation


Apr 05, 2020
Conghui Zhu, Guanlin Li, Lemao Liu, Tiejun Zhao, Shuming Shi

* Preprint 

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Detecting and Understanding Generalization Barriers for Neural Machine Translation


Apr 05, 2020
Guanlin Li, Lemao Liu, Conghui Zhu, Tiejun Zhao, Shuming Shi

* Preprint 

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Look-into-Object: Self-supervised Structure Modeling for Object Recognition


Mar 31, 2020
Mohan Zhou, Yalong Bai, Wei Zhang, Tiejun Zhao, Tao Mei

* 10 pages, 7 figures, accepted by CVPR 2020 

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Modeling Future Cost for Neural Machine Translation


Feb 28, 2020
Chaoqun Duan, Kehai Chen, Rui Wang, Masao Utiyama, Eiichiro Sumita, Conghui Zhu, Tiejun Zhao


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Robust Unsupervised Neural Machine Translation with Adversarial Training


Feb 28, 2020
Haipeng Sun, Rui Wang, Kehai Chen, Masao Utiyama, Eiichiro Sumita, Tiejun Zhao


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Multimodal Matching Transformer for Live Commenting


Feb 07, 2020
Chaoqun Duan, Lei Cui, Shuming Ma, Furu Wei, Conghui Zhu, Tiejun Zhao


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Mitigating Annotation Artifacts in Natural Language Inference Datasets to Improve Cross-dataset Generalization Ability


Oct 05, 2019
Guanhua Zhang, Bing Bai, Junqi Zhang, Kun Bai, Conghui Zhu, Tiejun Zhao


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Duality Regularization for Unsupervised Bilingual Lexicon Induction


Sep 03, 2019
Xuefeng Bai, Yue Zhang, Hailong Cao, Tiejun Zhao


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An Empirical Study of Domain Adaptation for Unsupervised Neural Machine Translation


Aug 26, 2019
Haipeng Sun, Rui Wang, Kehai Chen, Masao Utiyama, Eiichiro Sumita, Tiejun Zhao


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Selection Bias Explorations and Debias Methods for Natural Language Sentence Matching Datasets


May 20, 2019
Guanhua Zhang, Bing Bai, Jian Liang, Kun Bai, Shiyu Chang, Mo Yu, Conghui Zhu, Tiejun Zhao

* Accepted by ACL 2019 

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Syntax-Directed Attention for Neural Machine Translation


Oct 15, 2018
Kehai Chen, Rui Wang, Masao Utiyama, Eiichiro Sumita, Tiejun Zhao

* Due to the policy of our institute, with the agreement of all the authors, we decide to withdraw this paper 

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Neural Document Summarization by Jointly Learning to Score and Select Sentences


Jul 06, 2018
Qingyu Zhou, Nan Yang, Furu Wei, Shaohan Huang, Ming Zhou, Tiejun Zhao

* In ACL 2018 

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Table-to-Text: Describing Table Region with Natural Language


May 29, 2018
Junwei Bao, Duyu Tang, Nan Duan, Zhao Yan, Yuanhua Lv, Ming Zhou, Tiejun Zhao

* 9 pages, 4 figures. This paper has been published by AAAI2018 

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Automatic Dataset Augmentation


Apr 16, 2018
Yalong Bai, Kuiyuan Yang, Tao Mei, Wei-Ying Ma, Tiejun Zhao


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Augmenting Phrase Table by Employing Lexicons for Pivot-based SMT


Dec 01, 2015
Yiming Cui, Conghui Zhu, Xiaoning Zhu, Tiejun Zhao

* 7 pages 

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Learning High-level Image Representation for Image Retrieval via Multi-Task DNN using Clickthrough Data


Dec 21, 2013
Yalong Bai, Kuiyuan Yang, Wei Yu, Wei-Ying Ma, Tiejun Zhao


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