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Improving Meta-learning for Low-resource Text Classification and Generation via Memory Imitation



Yingxiu Zhao , Zhiliang Tian , Huaxiu Yao , Yinhe Zheng , Dongkyu Lee , Yiping Song , Jian Sun , Nevin L. Zhang

* ACL 2022 

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Example Perplexity



Nevin L. Zhang , Weiyan Xie , Zhi Lin , Guanfang Dong , Xiao-Hui Li , Caleb Chen Cao , Yunpeng Wang


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Enhancing Content Preservation in Text Style Transfer Using Reverse Attention and Conditional Layer Normalization



Dongkyu Lee , Zhiliang Tian , Lanqing Xue , Nevin L. Zhang

* Accepted to ACL-IJCNLP 2021 

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DeepRapper: Neural Rap Generation with Rhyme and Rhythm Modeling



Lanqing Xue , Kaitao Song , Duocai Wu , Xu Tan , Nevin L. Zhang , Tao Qin , Wei-Qiang Zhang , Tie-Yan Liu

* Accepted by ACL 2021 main conference 

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Learning from My Friends: Few-Shot Personalized Conversation Systems via Social Networks



Zhiliang Tian , Wei Bi , Zihan Zhang , Dongkyu Lee , Yiping Song , Nevin L. Zhang

* Published by AAAI 2021 

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Handling Collocations in Hierarchical Latent Tree Analysis for Topic Modeling



Leonard K. M. Poon , Nevin L. Zhang , Haoran Xie , Gary Cheng


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Response-Anticipated Memory for On-Demand Knowledge Integration in Response Generation



Zhiliang Tian , Wei Bi , Dongkyu Lee , Lanqing Xue , Yiping Song , Xiaojiang Liu , Nevin L. Zhang

* To appear at ACL 2020 

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Not All Attention Is Needed: Gated Attention Network for Sequence Data



Lanqing Xue , Xiaopeng Li , Nevin L. Zhang


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Cleaned Similarity for Better Memory-Based Recommenders



Farhan Khawar , Nevin L. Zhang

* To appear in SIGIR 2019 

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Using Taste Groups for Collaborative Filtering



Farhan Khawar , Nevin L. Zhang

* RecSys 2018 LBRS. arXiv admin note: substantial text overlap with arXiv:1704.01889 

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