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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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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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Progressive Domain Expansion Network for Single Domain Generalization


Mar 30, 2021
Lei Li, Ke Gao, Juan Cao, Ziyao Huang, Yepeng Weng, Xiaoyue Mi, Zhengze Yu, Xiaoya Li, Boyang xia

* Accepted to CVPR2021 

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Improving Robustness and Generality of NLP Models Using Disentangled Representations


Sep 21, 2020
Jiawei Wu, Xiaoya Li, Xiang Ao, Yuxian Meng, Fei Wu, Jiwei Li


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Analyzing COVID-19 on Online Social Media: Trends, Sentiments and Emotions


Jun 05, 2020
Xiaoya Li, Mingxin Zhou, Jiawei Wu, Arianna Yuan, Fei Wu, Jiwei Li


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SAC: Accelerating and Structuring Self-Attention via Sparse Adaptive Connection


Apr 11, 2020
Xiaoya Li, Yuxian Meng, Mingxin Zhou, Qinghong Han, Fei Wu, Jiwei Li


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LAVA NAT: A Non-Autoregressive Translation Model with Look-Around Decoding and Vocabulary Attention


Feb 08, 2020
Xiaoya Li, Yuxian Meng, Arianna Yuan, 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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A Unified MRC Framework for Named Entity Recognition


Oct 28, 2019
Xiaoya Li, Jingrong Feng, Yuxian Meng, Qinghong Han, Fei Wu, Jiwei Li

* preprint 

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Large-scale Pretraining for Neural Machine Translation with Tens of Billions of Sentence Pairs


Oct 06, 2019
Yuxian Meng, Xiangyuan Ren, Zijun Sun, Xiaoya Li, Arianna Yuan, Fei Wu, Jiwei Li


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Query-Based Named Entity Recognition


Aug 24, 2019
Yuxian Meng, Xiaoya Li, Zijun Sun, Jiwei Li

* Work in progress 

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Entity-Relation Extraction as Multi-Turn Question Answering


May 24, 2019
Xiaoya Li, Fan Yin, Zijun Sun, Xiayu Li, Arianna Yuan, Duo Chai, Mingxin Zhou, Jiwei Li

* to appear at ACL2019 

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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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