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

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


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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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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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LIMIT-BERT : Linguistic Informed Multi-Task BERT

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


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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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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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SG-Net: Syntax-Guided Machine Reading Comprehension

Sep 03, 2019
Zhuosheng Zhang, Yuwei Wu, Junru Zhou, Sufeng Duan, Hai Zhao, Rui Wang


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DCMN+: Dual Co-Matching Network for Multi-choice Reading Comprehension

Aug 30, 2019
Shuailiang Zhang, Hai Zhao, Yuwei Wu, Zhuosheng Zhang, Xi Zhou, Xiang Zhou


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Judging Chemical Reaction Practicality From Positive Sample only Learning

Apr 22, 2019
Shu Jiang, Zhuosheng Zhang, Hai Zhao, Jiangtong Li, Yang Yang, Bao-Liang Lu, Ning Xia


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Dual Co-Matching Network for Multi-choice Reading Comprehension

Jan 27, 2019
Shuailiang Zhang, Hai Zhao, Yuwei Wu, Zhuosheng Zhang, Xi Zhou, Xiang Zhou

* arXiv admin note: text overlap with arXiv:1806.04068 by other authors 

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Dependency or Span, End-to-End Uniform Semantic Role Labeling

Jan 16, 2019
Zuchao Li, Shexia He, Hai Zhao, Yiqing Zhang, Zhuosheng Zhang, Xi Zhou, Xiang Zhou


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Neural-based Pinyin-to-Character Conversion with Adaptive Vocabulary

Nov 11, 2018
Yafang Huang, Zhuosheng Zhang, Hai Zhao

* 8 pages, 6 figures 

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Modeling Multi-turn Conversation with Deep Utterance Aggregation

Nov 06, 2018
Zhuosheng Zhang, Jiangtong Li, Pengfei Zhu, Hai Zhao, Gongshen Liu

* COLING 2018, pages 3740-3752 
* Proceedings of the 27th International Conference on Computational Linguistics (COLING 2018) 

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Effective Subword Segmentation for Text Comprehension

Nov 06, 2018
Zhuosheng Zhang, Hai Zhao, Kangwei Ling, Jiangtong Li, Zuchao Li, Shexia He


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Attentive Semantic Role Labeling with Boundary Indicator

Sep 08, 2018
Zhuosheng Zhang, Shexia He, Zuchao Li, Hai Zhao


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I Know What You Want: Semantic Learning for Text Comprehension

Sep 08, 2018
Zhuosheng Zhang, Yuwei Wu, Zuchao Li, Shexia He, Hai Zhao, Xi Zhou, Xiang Zhou


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Lingke: A Fine-grained Multi-turn Chatbot for Customer Service

Aug 10, 2018
Pengfei Zhu, Zhuosheng Zhang, Jiangtong Li, Yafang Huang, Hai Zhao

* Accepted by COLING 2018 demonstration paper 

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Effective Character-augmented Word Embedding for Machine Reading Comprehension

Aug 07, 2018
Zhuosheng Zhang, Yafang Huang, Pengfei Zhu, Hai Zhao

* Accepted by NLPCC 2018. arXiv admin note: text overlap with arXiv:1806.09103 

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One-shot Learning for Question-Answering in Gaokao History Challenge

Jun 24, 2018
Zhuosheng Zhang, Hai Zhao

* Proceedings of the 27th International Conference on Computational Linguistics (COLING 2018) 

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Subword-augmented Embedding for Cloze Reading Comprehension

Jun 24, 2018
Zhuosheng Zhang, Yafang Huang, Hai Zhao

* Proceedings of the 27th International Conference on Computational Linguistics (COLING 2018) 

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SJTU-NLP at SemEval-2018 Task 9: Neural Hypernym Discovery with Term Embeddings

May 26, 2018
Zhuosheng Zhang, Jiangtong Li, Hai Zhao, Bingjie Tang

* SemEval-2018, Workshop of NAACL-HLT 2018 

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