About Me

2021-09-09 留言

My Resume

  • You can download my RESUME for brief information,
  • or check my LINKEDIN pages.
  • If you would like to see my work in detail, I have listed them on THIS PAGE as well.

Biography

Dian Chen received the BE degree in IoT Engineering from ChongQing University (CQU) in 2016 and now is a Ph.D candidate at the Institute of Computing Technology, Chinese Academy of Sciences (ICT-UCAS).

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Research Interests

Dian Chen’s research interests focus on:

  • Natural Language Processing & Understanding (NLP&NLU)
    • Chinese Spelling Error Correction (CSC / CSEC)
    • Named-Entity Recognition and Nested Relation Extraction (NER & NRE)
    • Natural Language Interface for Database (NLI for DataBase)
    • AI Generated Contents (AIGC, NLI for Document Contents)
  • Deep Learning & Pattern Learning
  • Data Mining & Processing

Publications

dblp: Chen_0002:Dian
Google Scholar: eTHw56AAAAAJ

Pairwise Causality Structure: Towards Nested Causality Mining on Financial Statements

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@inproceedings{chen2020pairwise,
  title={Pairwise Causality Structure: Towards Nested Causality Mining on Financial Statements},
  author={Chen, Dian and Cao, Yixuan and Luo, Ping},
  booktitle={CCF International Conference on Natural Language Processing and Chinese Computing},
  pages={725--737},
  year={2020},
  organization={Springer, Cham}
}

Explictly Modeling the Contexts for Chinese Named-Entity Recognition

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@article{chen2024explictly,
  title={Explictly Modeling the Contexts for Chinese Name-Entity Recognition},
  author={Chen, Dian and Cao, Yixuan and Luo, Ping},
  journal={High Technology Letters},
  volume={7},
  year={2024},

Nested Relation Extraction with Iterative Neural Network

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@inproceedings{cao2019nested,
  title={Nested Relation Extraction with Iterative Neural Network},
  author={Cao, Yixuan and Chen, Dian and Li, Hongwei and Luo, Ping},
  booktitle={CIKM '19: Proceedings of the 28th ACM International Conference on Information and Knowledge Management},
  pages={1001--1010},
  year={2019}
}

@article{cao2021nested,
  title={Nested relation extraction with iterative neural network},
  author={Cao, Yixuan and Chen, Dian and Xu, Zhengqi and Li, Hongwei and Luo, Ping},
  journal={Frontiers of Computer Science},
  volume={15},
  number={3},
  pages={1--14},
  year={2021},
  publisher={Springer}

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