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Paraphrase Generation as Unsupervised Machine Translation


Sep 07, 2021
Chun Fan, Yufei Tian, Yuxian Meng, Nanyun Peng, Xiaofei Sun, Fei Wu, Jiwei Li


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ConRPG: Paraphrase Generation using Contexts as Regularizer


Sep 01, 2021
Yuxian Meng, Xiang Ao, Qing He, Xiaofei Sun, Qinghong Han, Fei Wu, Chun fan, Jiwei Li

* To appear at EMNLP2021 

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$k$Folden: $k$-Fold Ensemble for Out-Of-Distribution Detection


Aug 29, 2021
Xiaoya Li, Jiwei Li, Xiaofei Sun, Chun Fan, Tianwei Zhang, Fei Wu, Yuxian Meng, Jun Zhang

* To appear at EMNLP 2021 

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Layer-wise Model Pruning based on Mutual Information


Aug 28, 2021
Chun Fan, Jiwei Li, Xiang Ao, Fei Wu, Yuxian Meng, Xiaofei Sun

* To appear at EMNLP2021 

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ChineseBERT: Chinese Pretraining Enhanced by Glyph and Pinyin Information


Jun 30, 2021
Zijun Sun, Xiaoya Li, Xiaofei Sun, Yuxian Meng, Xiang Ao, Qing He, Fei Wu, Jiwei Li

* To appear at ACL2021 

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Defending against Backdoor Attacks in Natural Language Generation


Jun 03, 2021
Chun Fan, Xiaoya Li, Yuxian Meng, Xiaofei Sun, Xiang Ao, Fei Wu, Jiwei Li, Tianwei Zhang


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Fast Nearest Neighbor Machine Translation


May 30, 2021
Yuxian Meng, Xiaoya Li, Xiayu Zheng, Fei Wu, Xiaofei Sun, Tianwei Zhang, Jiwei Li


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Parameter Estimation for the SEIR Model Using Recurrent Nets


May 30, 2021
Chun Fan, Yuxian Meng, Xiaofei Sun, Fei Wu, Tianwei Zhang, Jiwei Li


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Modeling Text-visual Mutual Dependency for Multi-modal Dialog Generation


May 30, 2021
Shuhe Wang, Yuxian Meng, Xiaofei Sun, Fei Wu, Rongbin Ouyang, Rui Yan, Tianwei Zhang, Jiwei Li

* arXiv admin note: text overlap with arXiv:2012.15015 

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Dependency Parsing as MRC-based Span-Span Prediction


May 17, 2021
Leilei Gan, Yuxian Meng, Kun Kuang, Xiaofei Sun, Chun Fan, Fei Wu, Jiwei Li


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Sentence Similarity Based on Contexts


May 17, 2021
Xiaofei Sun, Yuxian Meng, Xiang Ao, Fei Wu, Tianwei Zhang, Jiwei Li, Chun Fan


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BertGCN: Transductive Text Classification by Combining GCN and BERT


May 16, 2021
Yuxiao Lin, Yuxian Meng, Xiaofei Sun, Qinghong Han, Kun Kuang, Jiwei Li, Fei Wu


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OpenViDial: A Large-Scale, Open-Domain Dialogue Dataset with Visual Contexts


Dec 30, 2020
Yuxian Meng, Shuhe Wang, Qinghong Han, Xiaofei Sun, Fei Wu, Rui Yan, Jiwei Li

* Dataset, visual features and code are found at https://github.com/ShannonAI/OpenViDial 

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Self-Explaining Structures Improve NLP Models


Dec 09, 2020
Zijun Sun, Chun Fan, Qinghong Han, Xiaofei Sun, Yuxian Meng, Fei Wu, Jiwei Li

* Code is available at https://github.com/ShannonAI/Self_Explaining_Structures_Improve_NLP_Models 

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Neural Semi-supervised Learning for Text Classification Under Large-Scale Pretraining


Nov 19, 2020
Zijun Sun, Chun Fan, Xiaofei Sun, Yuxian Meng, Fei Wu, Jiwei Li


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Summarize, Outline, and Elaborate: Long-Text Generation via Hierarchical Supervision from Extractive Summaries


Oct 14, 2020
Xiaofei Sun, Chun Fan, Zijun Sun, Yuxian Meng, Fei Wu, Jiwei Li


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Dice Loss for Data-imbalanced NLP Tasks


Nov 07, 2019
Xiaoya Li, Xiaofei Sun, Yuxian Meng, Junjun Liang, Fei Wu, Jiwei Li

* preprint 

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Is Word Segmentation Necessary for Deep Learning of Chinese Representations?


May 14, 2019
Yuxian Meng, Xiaoya Li, Xiaofei Sun, Qinghong Han, Arianna Yuan, Jiwei Li

* to appear at ACL2019 

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Glyce: Glyph-vectors for Chinese Character Representations


Jan 29, 2019
Wei Wu, Yuxian Meng, Qinghong Han, Muyu Li, Xiaoya Li, Jie Mei, Ping Nie, Xiaofei Sun, Jiwei Li


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A General Framework for Content-enhanced Network Representation Learning


Oct 17, 2016
Xiaofei Sun, Jiang Guo, Xiao Ding, Ting Liu


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