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Energy-based Unknown Intent Detection with Data Manipulation


Jul 27, 2021
Yawen Ouyang, Jiasheng Ye, Yu Chen, Xinyu Dai, Shujian Huang, Jiajun Chen

* 10 pages, 4 figures, accepted by Findings of ACL-IJCNLP 2021 

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UniDrop: A Simple yet Effective Technique to Improve Transformer without Extra Cost


Apr 11, 2021
Zhen Wu, Lijun Wu, Qi Meng, Yingce Xia, Shufang Xie, Tao Qin, Xinyu Dai, Tie-Yan Liu

* Accepted by NAACL 2021 

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Non-Autoregressive Translation by Learning Target Categorical Codes


Mar 21, 2021
Yu Bao, Shujian Huang, Tong Xiao, Dongqi Wang, Xinyu Dai, Jiajun Chen

* 11 pages, 3 figures, 7 tables. Accepted by NAACL-2021 

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Dual Side Deep Context-aware Modulation for Social Recommendation


Mar 16, 2021
Bairan Fu, Wenming Zhang, Guangneng Hu, Xinyu Dai, Shujian Huang, Jiajun Chen

* Accepted by WWW2021 Conference 

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Transformer-based Multi-Aspect Modeling for Multi-Aspect Multi-Sentiment Analysis


Nov 01, 2020
Zhen Wu, Chengcan Ying, Xinyu Dai, Shujian Huang, Jiajun Chen

* Accepted by NLPCC 2020 

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Opinion Transmission Network for Jointly Improving Aspect-oriented Opinion Words Extraction and Sentiment Classification


Nov 01, 2020
Chengcan Ying, Zhen Wu, Xinyu Dai, Shujian Huang, Jiajun Chen

* Accepted by NLPCC 2020 

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Attention Transfer Network for Aspect-level Sentiment Classification


Oct 23, 2020
Fei Zhao, Zhen Wu, Xinyu Dai

* Accept to COLING 2020 

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Grid Tagging Scheme for Aspect-oriented Fine-grained Opinion Extraction


Oct 09, 2020
Zhen Wu, Chengcan Ying, Fei Zhao, Zhifang Fan, Xinyu Dai, Rui Xia

* Accepted by Findings of EMNLP 

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Alleviating the Inequality of Attention Heads for Neural Machine Translation


Sep 21, 2020
Zewei Sun, Shujian Huang, Xinyu Dai, Jiajun Chen


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Prompt Agnostic Essay Scorer: A Domain Generalization Approach to Cross-prompt Automated Essay Scoring


Aug 04, 2020
Robert Ridley, Liang He, Xinyu Dai, Shujian Huang, Jiajun Chen


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A Discriminator Improves Unconditional Text Generation without Updating the Generator


Apr 09, 2020
Xingyuan Chen, Ping Cai, Peng Jin, Hongjun Wang, Xinyu Dai, Jiajun Chen


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R3: A Reading Comprehension Benchmark Requiring Reasoning Processes


Apr 02, 2020
Ran Wang, Kun Tao, Dingjie Song, Zhilong Zhang, Xiao Ma, Xi'ao Su, Xinyu Dai

* work in progress 

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A Reinforced Generation of Adversarial Samples for Neural Machine Translation


Nov 09, 2019
Wei Zou, Shujian Huang, Jun Xie, Xinyu Dai, Jiajun Chen


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Fine-grained Knowledge Fusion for Sequence Labeling Domain Adaptation


Sep 10, 2019
Huiyun Yang, Shujian Huang, Xinyu Dai, Jiajun Chen

* EMNLP 2019 

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GeoSQA: A Benchmark for Scenario-based Question Answering in the Geography Domain at High School Level


Aug 20, 2019
Zixian Huang, Yulin Shen, Xiao Li, Yuang Wei, Gong Cheng, Lin Zhou, Xinyu Dai, Yuzhong Qu

* 6 pages, to appear at the 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP 2019) 

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Generating Sentences from Disentangled Syntactic and Semantic Spaces


Jul 06, 2019
Yu Bao, Hao Zhou, Shujian Huang, Lei Li, Lili Mou, Olga Vechtomova, Xinyu Dai, Jiajun Chen

* 11 pages, accepted in ACL-2019 

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Adversarial Sub-sequence for Text Generation


May 30, 2019
Xingyuan Chen, Yanzhe Li, Peng Jin, Jiuhua Zhang, Xinyu Dai, Jiajun Chen, Gang Song


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Modeling Past and Future for Neural Machine Translation


Dec 26, 2017
Zaixiang Zheng, Hao Zhou, Shujian Huang, Lili Mou, Xinyu Dai, Jiajun Chen, Zhaopeng Tu

* Accepted by Transaction of ACL 

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Neural Machine Translation with Word Predictions


Aug 05, 2017
Rongxiang Weng, Shujian Huang, Zaixiang Zheng, Xinyu Dai, Jiajun Chen

* Accepted at EMNLP2017 

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Top-Rank Enhanced Listwise Optimization for Statistical Machine Translation


Jul 18, 2017
Huadong Chen, Shujian Huang, David Chiang, Xinyu Dai, Jiajun Chen

* Accepted to CONLL 2017 

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Non-linear Learning for Statistical Machine Translation


Feb 28, 2015
Shujian Huang, Huadong Chen, Xinyu Dai, Jiajun Chen

* submitted to a conference 

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