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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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Graph-to-Sequence Neural Machine Translation


Sep 16, 2020
Sufeng Duan, Hai Zhao, Rui Wang


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Multi-span Style Extraction for Generative Reading Comprehension


Sep 15, 2020
Junjie Yang, Zhuosheng Zhang, Hai Zhao


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Filling the Gap of Utterance-aware and Speaker-aware Representation for Multi-turn Dialogue


Sep 14, 2020
Longxiang Liu, Zhuosheng Zhang, Hai Zhao, Xi Zhou, Xiang Zhou

* 9 pages, 2 figures, 9 tables 

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Composing Answer from Multi-spans for Reading Comprehension


Sep 14, 2020
Zhuosheng Zhang, Yiqing Zhang, Hai Zhao, Xi Zhou, Xiang Zhou


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Syntax Role for Neural Semantic Role Labeling


Sep 12, 2020
Zuchao Li, Hai Zhao, Shexia He, Jiaxun Cai


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Task-specific Objectives of Pre-trained Language Models for Dialogue Adaptation


Sep 10, 2020
Junlong Li, Zhuosheng Zhang, Hai Zhao, Xi Zhou, Xiang Zhou


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Learning Universal Representations from Word to Sentence


Sep 10, 2020
Yian Li, Hai Zhao


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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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