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Machine Reading Comprehension: The Role of Contextualized Language Models and Beyond

May 13, 2020
Zhuosheng Zhang, Hai Zhao, Rui Wang

* 51 pages 

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Bipartite Flat-Graph Network for Nested Named Entity Recognition

May 01, 2020
Ying Luo, Hai Zhao

* Accepted by ACL2020 

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Capsule-Transformer for Neural Machine Translation

Apr 30, 2020
Sufeng Duan, Juncheng Cao, Hai Zhao


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Syntax-aware Data Augmentation for Neural Machine Translation

Apr 29, 2020
Sufeng Duan, Hai Zhao, Dongdong Zhang, Rui Wang


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Multi-choice Dialogue-Based Reading Comprehension with Knowledge and Key Turns

Apr 29, 2020
Junlong Li, Zhuosheng Zhang, Hai Zhao


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Learning Better Universal Representations from Pre-trained Contextualized Language Models

Apr 29, 2020
Yian Li, Hai Zhao


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Semantics-Aware Inferential Network for Natural Language Understanding

Apr 28, 2020
Shuailiang Zhang, Hai Zhao, Junru Zhou


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Unsupervised Neural Machine Translation with Indirect Supervision

Apr 07, 2020
Hongxiao Bai, Mingxuan Wang, Hai Zhao, Lei Li


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Reference Language based Unsupervised Neural Machine Translation

Apr 05, 2020
Zuchao Li, Hai Zhao, Rui Wang, Masao Utiyama, Eiichiro Sumita


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Dual Multi-head Co-attention for Multi-choice Reading Comprehension

Feb 08, 2020
Pengfei Zhu, Hai Zhao, Xiaoguang Li


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Retrospective Reader for Machine Reading Comprehension

Jan 27, 2020
Zhuosheng Zhang, Junjie Yang, Hai Zhao


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Explicit Sentence Compression for Neural Machine Translation

Dec 27, 2019
Zuchao Li, Rui Wang, Kehai Chen, Masao Utiyama, Eiichiro Sumita, Zhuosheng Zhang, Hai Zhao

* Working in progress, part of this work is accepted in AAAI-2020 

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Korean-to-Chinese Machine Translation using Chinese Character as Pivot Clue

Nov 25, 2019
Jeonghyeok Park, Hai Zhao

* 33rd Pacific Asia Conference on Language, Information and Computation (PACLIC 33), pages 558-566, Hakodate, Japan, September 13-15, 2019 
* 9 pages 

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Global Greedy Dependency Parsing

Nov 20, 2019
Zuchao Li, Hai Zhao, Kevin Parnow

* Accepted by AAAI-20 

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Hierarchical Contextualized Representation for Named Entity Recognition

Nov 19, 2019
Ying Luo, Fengshun Xiao, Hai Zhao

* Accepted by AAAI 2020 

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Probing Contextualized Sentence Representations with Visual Awareness

Nov 07, 2019
Zhuosheng Zhang, Rui Wang, Kehai Chen, Masao Utiyama, Eiichiro Sumita, Hai Zhao


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Dependency and Span, Cross-Style Semantic Role Labeling on PropBank and NomBank

Nov 07, 2019
Zuchao Li, Shexia He, Junru Zhou, Hai Zhao, Kevin Parnow, Rui Wang


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Deepening Hidden Representations from Pre-trained Language Models for Natural Language Understanding

Nov 05, 2019
Junjie Yang, Hai Zhao


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Attention Is All You Need for Chinese Word Segmentation

Oct 31, 2019
Sufeng Duan, Hai Zhao


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Document-level Neural Machine Translation with Inter-Sentence Attention

Oct 31, 2019
Shu Jiang, Rui Wang, Zuchao Li, Masao Utiyama, Kehai Chen, Eiichiro Sumita, Hai Zhao, Bao-liang Lu


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LIMIT-BERT : Linguistic Informed Multi-Task BERT

Oct 31, 2019
Junru Zhou, Zhuosheng Zhang, Hai Zhao


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Subword ELMo

Sep 18, 2019
Jiangtong Li, Hai Zhao, Zuchao Li, Wei Bi, Xiaojiang Liu


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A Smart Sliding Chinese Pinyin Input Method Editor on Touchscreen

Sep 11, 2019
Zhuosheng Zhang, Zhen Meng, Hai Zhao

* There are some insufficient explanations that may confuse readers. We will continue the research, but it will take a lot of time. After discussing with co-authors, we decide to withdraw this version from ArXiv, instead of replacement. We may re-upload a new version of this work in the future 

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Syntax-aware Multilingual Semantic Role Labeling

Sep 10, 2019
Shexia He, Zuchao Li, Hai Zhao

* Shexia He and Zuchao Li made equal contribution to this paper 

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Semantics-aware BERT for Language Understanding

Sep 05, 2019
Zhuosheng Zhang, Yuwei Wu, Hai Zhao, Zuchao Li, Shuailiang Zhang, Xi Zhou, Xiang Zhou


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Modeling Named Entity Embedding Distribution into Hypersphere

Sep 03, 2019
Zhuosheng Zhang, Bingjie Tang, Zuchao Li, Hai Zhao


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