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Publication

Google Scholar: Shen Li

2019

  • Self-Balanced Dropout [PDF]
    • Shen Li, Chenhao Su, Renfen Hu, Zhengdong Lu
  • Diachronic Sense Modeling with Deep Contextualized Word Embeddings: An Ecological View [PDF]
    • Renfen Hu, Shen Li, Shichen Liang
    • ACL 2019
  • A Prism Module for Semantic Disentanglement in Name Entity Recognition [PDF]
    • Kun Liu*, Shen Li*, Daqi Zheng, Zhengdong Lu, Sheng Gao
    • ACL 2019
  • Knowledge Representation and Sentence Segmentation of Ancient Chinese Based on Deep Language Models
    • Renfen Hu, Shen Li, Yuchen Zhu
    • CCL & NLP-NABD 2019

2018

  • Generalize Symbolic Knowledge with Neural Rule Engine [PDF]
    • Shen Li, Hengru Xu, Zhengdong Lu
  • From Random to Supervised: A Novel Dropout Mechanism Integrated with Global Information [PDF]
    • Hengru Xu*, Shen Li*, Renfen Hu, Si Li, Sheng Gao
    • CoNLL 2018
  • Revisiting Correlations between Intrinsic and Extrinsic Evaluations of Word Embeddings [PDF]
    • Yuanyuan Qiu, Hongzheng Li, Shen Li, Yingdi Jiang, Renfen Hu, Lijiao Yang
    • CCL & NLP-NABD 2018 (Best Paper)
  • Analogical Reasoning on Chinese Morphological and Semantic Relations [PDF]
    • Shen Li, Zhe Zhao, Renfen Hu, Wensi Li, Tao Liu, Xiaoyong Du
    • ACL 2018

2017

  • Initializing Convolutional Filters with Semantic Features for Text Classification [PDF]
    • Shen Li, Zhe Zhao, Tao Liu, Renfen Hu, Xiaoyong Du
    • EMNLP 2017
  • Ngram2vec: Learning Improved Word Representations from Ngram Co-occurrence Statistics [PDF]
    • Zhe Zhao, Tao Liu, Shen Li, Bofang Li, Xiaoyong Du
    • EMNLP 2017
  • Guiding the Training of Distributed Text Representation with Supervised Weighting Scheme for Sentiment Analysis [PDF]
    • Zhe Zhao, Tao Liu, Shen Li, Bofang Li, Xiaoyong Du
    • Data Science and Engineering, 2017

* Equal contribution