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Cross-lingual Transferring of Pre-trained Contextualized Language Models


Jul 27, 2021
Zuchao Li, Kevin Parnow, Hai Zhao, Zhuosheng Zhang, Rui Wang, Masao Utiyama, Eiichiro Sumita


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Graph-free Multi-hop Reading Comprehension: A Select-to-Guide Strategy


Jul 25, 2021
Bohong Wu, Zhuosheng Zhang, Hai Zhao


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Dialogue-oriented Pre-training


Jun 01, 2021
Yi Xu, Hai Zhao


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Defending Pre-trained Language Models from Adversarial Word Substitutions Without Performance Sacrifice


May 30, 2021
Rongzhou Bao, Jiayi Wang, Hai Zhao

* Findings of ACL: ACL 2021 

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Pre-training Universal Language Representation


May 30, 2021
Yian Li, Hai Zhao

* Accepted by ACL-IJCNLP 2021 main conference 

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Grammatical Error Correction as GAN-like Sequence Labeling


May 29, 2021
Kevin Parnow, Zuchao Li, Hai Zhao

* Accepted by ACL21, Findings 

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Structural Pre-training for Dialogue Comprehension


May 23, 2021
Zhuosheng Zhang, Hai Zhao

* Accepted by ACL-IJCNLP 2021 main conference 

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Fact-driven Logical Reasoning


May 21, 2021
Siru Ouyang, Zhuosheng Zhang, Hai Zhao


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Head-driven Phrase Structure Parsing in O($n^3$) Time Complexity


May 20, 2021
Zuchao Li, Junru Zhou, Hai Zhao, Kevin Parnow


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Neural Unsupervised Semantic Role Labeling


Apr 19, 2021
Kashif Munir, Hai Zhao, Zuchao Li

* This is an initial version of our recently accepted ACM TALLIP paper 

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Not All Attention Is All You Need


Apr 10, 2021
Hongqiu Wu, Hai Zhao, Min Zhang


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Advances in Multi-turn Dialogue Comprehension: A Survey


Mar 04, 2021
Zhuosheng Zhang, Hai Zhao


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Text Compression-aided Transformer Encoding


Feb 11, 2021
Zuchao Li, Zhuosheng Zhang, Hai Zhao, Rui Wang, Kehai Chen, Masao Utiyama, Eiichiro Sumita


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Multi-turn Dialogue Reading Comprehension with Pivot Turns and Knowledge


Feb 10, 2021
Zhuosheng Zhang, Junlong Li, Hai Zhao

* The early version accepted by IEEE/ACM Transactions on Audio, Speech, and Language Processing (TASLP) 

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To Understand Representation of Layer-aware Sequence Encoders as Multi-order-graph


Jan 16, 2021
Sufeng Duan, Hai Zhao, Rui Wang

* arXiv admin note: text overlap with arXiv:2009.07489 

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SG-Net: Syntax Guided Transformer for Language Representation


Jan 07, 2021
Zhuosheng Zhang, Yuwei Wu, Junru Zhou, Sufeng Duan, Hai Zhao, Rui Wang

* The early version accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI). Journal extension of arXiv:1908.05147 (AAAI 2020) 

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BURT: BERT-inspired Universal Representation from Learning Meaningful Segment


Dec 31, 2020
Yian Li, Hai Zhao

* arXiv admin note: text overlap with arXiv:2009.04656 

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Accurate Word Representations with Universal Visual Guidance


Dec 30, 2020
Zhuosheng Zhang, Haojie Yu, Hai Zhao, Rui Wang, Masao Utiyama


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Enhancing Pre-trained Language Model with Lexical Simplification


Dec 30, 2020
Rongzhou Bao, Jiayi Wang, Zhuosheng Zhang, Hai Zhao


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Dialogue Graph Modeling for Conversational Machine Reading


Dec 29, 2020
Siru Ouyang, Zhuosheng Zhang, Hai Zhao


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SIT3: Code Summarization with Structure-Induced Transformer


Dec 29, 2020
Hongqiu Wu, Hai Zhao, Min Zhang


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Adaptive Convolution for Semantic Role Labeling


Dec 27, 2020
Kashif Munir, Hai Zhao, Zuchao Li

* This submission is an early version of our recently accepted IEEE/ACM TASLP paper 

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Cross-lingual Dependency Parsing as Domain Adaptation


Dec 24, 2020
Kailai Sun, Zuchao Li, Hai Zhao


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Reference Knowledgeable Network for Machine Reading Comprehension


Dec 07, 2020
Yilin Zhao, Zhuosheng Zhang, Hai Zhao

* 12 pages, 7 figures 

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SJTU-NICT's Supervised and Unsupervised Neural Machine Translation Systems for the WMT20 News Translation Task


Oct 11, 2020
Zuchao Li, Hai Zhao, Rui Wang, Kehai Chen, Masao Utiyama, Eiichiro Sumita

* WMT20 

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High-order Semantic Role Labeling


Oct 09, 2020
Zuchao Li, Hai Zhao, Rui Wang, Kevin Parnow

* EMNLP 2020, ACL Findings 

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Topic-Aware Multi-turn Dialogue Modeling


Sep 26, 2020
Yi Xu, Hai Zhao, Zhuosheng Zhang


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Document-level Neural Machine Translation with Document Embeddings


Sep 16, 2020
Shu Jiang, Hai Zhao, Zuchao Li, Bao-Liang Lu

* arXiv admin note: substantial text overlap with arXiv:1910.14528 

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