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Generating Adversarial Examples in Chinese Texts Using Sentence-Pieces

Dec 29, 2020
Linyang Li, Yunfan Shao, Demin Song, Xipeng Qiu, Xuanjing Huang

* pre-print 

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Finding Sparse Structure for Domain Specific Neural Machine Translation

Dec 19, 2020
Jianze Liang, Chengqi Zhao, Mingxuan Wang, Xipeng Qiu, Lei Li

* Accepted to AAAI 2021 

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Fork or Fail: Cycle-Consistent Training with Many-to-One Mappings

Dec 16, 2020
Qipeng Guo, Zhijing Jin, Ziyu Wang, Xipeng Qiu, Weinan Zhang, Jun Zhu, Zheng Zhang, David Wipf


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Text Information Aggregation with Centrality Attention

Nov 16, 2020
Jingjing Gong, Hang Yan, Yining Zheng, Xipeng Qiu, Xuanjing Huang


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Pre-trained Model for Chinese Word Segmentation with Meta Learning

Oct 23, 2020
Zhen Ke, Liang Shi, Erli Meng, Bin Wang, Xipeng Qiu


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CDEvalSumm: An Empirical Study of Cross-Dataset Evaluation for Neural Summarization Systems

Oct 22, 2020
Yiran Chen, Pengfei Liu, Ming Zhong, Zi-Yi Dou, Danqing Wang, Xipeng Qiu, Xuanjing Huang

* 13 pages, Findings of EMNLP2020 

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Pre-training Multilingual Neural Machine Translation by Leveraging Alignment Information

Oct 07, 2020
Zehui Lin, Xiao Pan, Mingxuan Wang, Xipeng Qiu, Jiangtao Feng, Hao Zhou, Lei Li

* EMNLP 2020 

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CoLAKE: Contextualized Language and Knowledge Embedding

Oct 01, 2020
Tianxiang Sun, Yunfan Shao, Xipeng Qiu, Qipeng Guo, Yaru Hu, Xuanjing Huang, Zheng Zhang

* Accepted by COLING 2020 

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BERT for Monolingual and Cross-Lingual Reverse Dictionary

Sep 30, 2020
Hang Yan, Xiaonan Li, Xipeng Qiu

* Accepted as EMNLP 2020 Findings 

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AutoRC: Improving BERT Based Relation Classification Models via Architecture Search

Sep 27, 2020
Wei Zhu, Xipeng Qiu, Yuan Ni, Guotong Xie


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fastHan: A BERT-based Joint Many-Task Toolkit for Chinese NLP

Sep 18, 2020
Zhichao Geng, Hang Yan, Xipeng Qiu, Xuanjing Huang


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AutoTrans: Automating Transformer Design via Reinforced Architecture Search

Sep 04, 2020
Wei Zhu, Xiaoling Wang, Xipeng Qiu, Yuan Ni, Guotong Xie


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Improving Image Captioning with Better Use of Captions

Jun 21, 2020
Zhan Shi, Xu Zhou, Xipeng Qiu, Xiaodan Zhu

* ACL 2020 

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CycleGT: Unsupervised Graph-to-Text and Text-to-Graph Generation via Cycle Training

Jun 11, 2020
Qipeng Guo, Zhijing Jin, Xipeng Qiu, Weinan Zhang, David Wipf, Zheng Zhang

* Submitted to NeurIPS 2020 

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Relation of the Relations: A New Paradigm of the Relation Extraction Problem

Jun 05, 2020
Zhijing Jin, Yongyi Yang, Xipeng Qiu, Zheng Zhang


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FLAT: Chinese NER Using Flat-Lattice Transformer

May 23, 2020
Xiaonan Li, Hang Yan, Xipeng Qiu, Xuanjing Huang

* Accepted to the ACL 2020 

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TextAT: Adversarial Training for Natural Language Understanding with Token-Level Perturbation

Apr 30, 2020
Linyang Li, Xipeng Qiu

* 8 pages, 3 figures 

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Heterogeneous Graph Neural Networks for Extractive Document Summarization

Apr 26, 2020
Danqing Wang, Pengfei Liu, Yining Zheng, Xipeng Qiu, Xuanjing Huang

* Accepted by ACL2020 

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Pre-trained Models for Natural Language Processing: A Survey

Apr 24, 2020
Xipeng Qiu, Tianxiang Sun, Yige Xu, Yunfan Shao, Ning Dai, Xuanjing Huang

* Invited Review of Science China Technological Sciences 

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BERT-ATTACK: Adversarial Attack Against BERT Using BERT

Apr 21, 2020
Linyang Li, Ruotian Ma, Qipeng Guo, Xiangyang Xue, Xipeng Qiu

* 8 pages, 2 figures, 

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Extractive Summarization as Text Matching

Apr 19, 2020
Ming Zhong, Pengfei Liu, Yiran Chen, Danqing Wang, Xipeng Qiu, Xuanjing Huang

* Accepted by ACL 2020 

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Unified Multi-Criteria Chinese Word Segmentation with BERT

Apr 13, 2020
Zhen Ke, Liang Shi, Erli Meng, Bin Wang, Xipeng Qiu, Xuanjing Huang


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Improving BERT Fine-Tuning via Self-Ensemble and Self-Distillation

Feb 24, 2020
Yige Xu, Xipeng Qiu, Ligao Zhou, Xuanjing Huang

* 7 pages, 6 figures 

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TENER: Adapting Transformer Encoder for Named Entity Recognition

Dec 10, 2019
Hang Yan, Bocao Deng, Xiaonan Li, Xipeng Qiu

* Corrept typos, update performance based on the public available codes 

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