Biography

I am a PhD candidate, supervised by Prof. Xu Sun, at MOE Key Laboratory of Computational Linguistics, School of Electronics Engineering and Computer Science, Peking University. I received the degree of Bachelor of College of Information Engineering from Northwest A&F University in 2015. I have great interests in Natural Language Processing and Machine Learning. Currently, my current reserach areas include Dialogue, Review Generation, and Sentiment Analysis.

Education

  • Ph.D. in Computational Linguistics, Peking Univeristy, 2015 - 2020

  • B.S. in Software Engineering, Noerthwest A&F University, 2011 - 2015

Publications

* means equal contribution.

  • DP-GAN: A Diversity-Promoting Generative Adversarial Network for Generating Informative and Diversified Text
    Jingjing Xu, Xuancheng Ren, Junyang Lin, Xu Sun
    EMNLP 2018
  • A Skeleton-Based Model for Promoting Coherence Among Sentences in Narrative Story Generation
    Jingjing Xu, Yi Zhang, Qi Zeng, Xuancheng Ren, Xiaoyan Cai, Xu Sun
    EMNLP 2018
  • An Auto-Encoder Matching Model for Learning Utterance-Level Semantic Dependency in Dialogue Generation
    Liangchen Luo*, Jingjing Xu*, Junyang Lin, Qi Zeng, Xu Sun
    EMNLP 2018
  • Unpaired Sentiment-to-Sentiment Translation: A Cycled Reinforcement Learning Approach
    Jingjing Xu, Xu Sun, Qi Zeng, Xuancheng Ren, Xiaodong Zhang, Houfeng Wang, Wenjie Li
    ACL 2018
  • Cross-Domain and Semi-Supervised Named Entity Recognition in Chinese Social Media: A Unified Model
    Jingjing Xu, Hangfeng He, Xu Sun, Xuancheng Ren, Sujian Li
    IEEE/ACM Transactions on Audio, Speech, and Language Processing 2018
  • Dependency-based Gated Recursive Neural Network for Chinese Word Segmentation
    Jingjing Xu, Xu Sun
    ACL 2016
  • Review-Driven Multi-Label Music Style Classification by Exploiting Style Correlations
    Guangxiang Zhao*, Jingjing Xu*, Qi Zeng, Xuancheng Ren
    Arxiv 2018
  • Learning Sentiment Memories for Sentiment Modification without Parallel Data
    Yi Zhang, Jingjing Xu, Pengcheng Yang, Xu Sun
    EMNLP 2018
  • Improving Semantic Relevance for Sequence-to-Sequence Learning of Chinese Social Media Text Summarization
    Shuming Ma, Xu Sun, Jingjing Xu, Houfeng Wang, Wenjie Li, Qi Su
    ACL 2017
  • Transfer Deep Learning for Low-Resource Chinese Word Segmentation with a Novel Neural Network
    Jingjing Xu, Shuming Ma, Yi Zhang, Bingzhen Wei, Xiaoyan Cai, and Xu Sun
    NLPCC 2017
  • A Discourse-Level Named Entity Recognition and Relation Extraction Dataset for Chinese Literature Text
    Jingjing Xu, Ji Wen, Xu Sun, Qi Su
    Arxiv 2017

Awards

Skills & Proficiency

Python & C# & Java

Tensorflow & NLTK & Spacy

Linux/Git

English