Publications

Duplex Sequence-to-Sequence Learning for Reversible Machine Translation. NeurIPS 2021.
Zaixiang Zheng, Hao Zhou, Shujian Huang, Jiajun Chen, Jingjing Xu (许晶晶), Lei Li
Vocabulary Learning via Optimal Transport for Neural Machine Translation. ACL 2021 (Best Paper).
Jingjing Xu (许晶晶), Hao Zhou, Chun Gan, Zaixiang Zheng, Lei Li
A Survey on Green Deep Learning. Arxiv 2021.
Jingjing Xu (许晶晶), Wangchunshu Zhou, Zhiyi Fu, Hao Zhou, Lei Li
KNAS: Green Neural Architecture Search. ICML 2021.
Jingjing Xu (许晶晶), Liang Zhao, Junyang Lin, Rundong Gao, Xu Sun, Hongxia Yang
MTG: A Benchmarking Suite for Multilingual Text Generation. Arxiv 2021.
Yiran Chen, Zhenqiao Song, Xianze Wu, Danqing Wang, Jingjing Xu (许晶晶), Jiaze Chen, Hao Zhou, Lei Li
Modeling the Stock Relation with Graph Network for Overnight Stock Movement Prediction. IJCAI 2020.
Wei Li, Ruihan Bao, Keiko Harimoto, Deli Chen, Jingjing Xu (许晶晶), Qi Su
Graph-Based Reasoning over Heterogeneous External Knowledge for Commonsense Question Answering. AAAI 2020.
Shangwen Lv, Daya Guo, Jingjing Xu (许晶晶), Duyu Tang, Nan Duan, Ming Gong, Linjun Shou, Daxin Jiang, Guihong Cao, Songlin Hu
Graph-based Multi-hop Reasoning for Long Text Generation. Arxiv 2020.
Liang Zhao, Jingjing Xu (许晶晶), Junyang Lin, Yichang Zhang, Hongxia Yang, Xu Sun
Understanding and Improving Layer Normalization. NeurIPS 2019.
Jingjing Xu (许晶晶), Zhiyuan Zhang, Guangxiang Zhao, Xu Sun
Asking Clarification Questions in Knowledge-Based Question Answering. EMNLP 2019.
Jingjing Xu (许晶晶), Yuechen Wang, Duyu Tang, Nan Duan, Qi Zeng, Pengcheng Yang, Ming Zhou, Xu Sun
LexicalAT: Lexical-Based Adversarial Reinforcement Training for Robust Sentiment Classification. EMNLP 2019.
Jingjing Xu (许晶晶), Liang Zhao, Hanqi Yan, Qi Zeng, Yun Liang, Xu Sun
Review-Driven Multi-Label Music Style Classification by Exploiting Style Correlations. NAACL 2019.
Guangxiang Zhao, Jingjing Xu (许晶晶), Qi Zeng, Xuancheng Ren
Reasoning over Semantic-level Graph for Fact Checking. ACL 2019.
Wanjun Zhong, Jingjing Xu (许晶晶), Duyu Tang, Zenan Xu, Nan Duan, Ming Zhou, Jiahai Wang, Jian Yin
Muse: Parallel Multi-scale Attention for Sequence to Sequence Learning. Arxiv 2019.
Guangxiang Zhao, Xu Sun, Jingjing Xu (许晶晶), Zhiyuan Zhang, Liangchen Luo
Learning Unsupervised Word Mapping via Maximum Mean Discrepancy. NLPCC 2019.
Pengcheng Yang, Fuli Luo, Shuangzhi Wu, Jingjing Xu (许晶晶), Dongdong Zhang
Knowledge-Aware Conversational Semantic Parsing over Web Tables. NLPCC 2019.
Yibo Sun, Duyu Tang, Jingjing Xu (许晶晶), Nan Duan, Xiaocheng Feng, Bing Qin, Ting Liu, Ming Zhou
Evaluating Semantic Rationality of a Sentence: A SememeWord-Matching Neural Network based on Hownet. NLPCC 2019.
Shu Liu, Jingjing Xu (许晶晶), Xuancheng Ren, Xu Sun
Specificity-driven Cascading Approach for Unsupervised Sentiment Modification. EMNLP 2019.
Pengcheng Yang, Junyang Lin, Jingjing Xu (许晶晶), Jun Xie, Qi Su, Xu Sun
Unpaired Sentiment-to-Sentiment Translation Using Cycled Reinforcement Learning. ACL 2018.
Jingjing Xu (许晶晶), Xu Sun, Qi Zeng, Xuanchen Ren, Xiaodong Zhang, Houfeng Wang, Weijie Li
DP-GAN: Diversity-Promoting Generative Adversarial Network for Generating Informative and Diversified Text. EMNLP 2018.
Jingjing Xu (许晶晶), Xuancheng Ren, Junyang Lin, Xu Sun
An Auto-Encoder Matching Model for Learning Utterance-Level Semantic Dependency in Dialogue Generation. EMNLP 2018.
Liangchen Luo, Jingjing Xu (许晶晶), Junyang Lin, Qi Zeng, Xu Sun
A Skeleton-Based Model for Promoting Coherence Among Sentences in Narrative Story Generation. EMNLP 2018.
Jingjing Xu (许晶晶), Yi Zhang, Qi Zeng, Xuancheng Ren, Xiaoyan Cai, Xu Sun
Training Simplification and Model Simplification for Deep Learning: A Minimal Effort Back Propagation Method. TKDE 2018.
Xu Sun, Xuancheng Ren, Shuming Ma, Bingzhen Wei, Wei Li, Jingjing Xu (许晶晶), Houfeng Wang, Yi Zhang
Cross-Domain and Semi-supervised Named Entity Recognition in Chinese Social Media: A Unified Model. TASLP 2018.
Jingjing Xu (许晶晶), Hangfeng He, Xu Sun, Xuancheng Ren, Sujian Li
Learning Sentiment Memories for Sentiment Modification without Parallel Data. EMNLP 2018.
Yi Zhang, Jingjing Xu (许晶晶), Pengcheng Yang, Xu Sun
Transfer Deep Learning for Low-Resource Chinese Word Segmentation with A Novel Neural Network. NLPCC 2017.
Jingjing Xu (许晶晶), Shuming Ma, Yi Zhang, Bingzhen Wei, Xiaoyan Cai, Xu Sun
Improving Semantic Relevance for Sequence-to-Sequence Learning of Chinese Social Media Text Summarization. ACL 2017.
Shuming Ma, Jingjing Xu (许晶晶), Yi Zhang, Houfeng Wang, Wei Li, Qi Su, Xu Sun
Dependency-based Gated Recursive Neural Network for Chinese Word Segmentation. ACL 2016.
Jingjing Xu (许晶晶), Xu Sun