Publications

@article{qg-bea23,
  title = {Comparing Neural Question Generation Architectures for Reading
      Comprehension},
  author = {Perkoff, E. Margaret and Bhattacharyya, Abhidip and Cai, Jon and Cao, Jie},
  journal = {18th Workshop on Innovative Use of NLP for Building Educational
      Applications, 2023},
  year = {2023}
}

@article{ananya-acl23,
  title = {Mind the Gap between the Application Track and the Real World},
  author = {Ganesh, Ananya and Cao, Jie and Perkoff, E. Magerate and Southwell, Rosy and Palmer, Martha and Kann, Katharina},
  journal = {Proceedings of the 61th Annual Meeting of the Association for
      Computational Linguistics, 2023},
  year = {2023}
}

@article{cao-umap23,
  title = {A Comparative Analysis of Automatic Speech Recognition Errors in Small
    Group Classroom Discourse},
  author = {Cao, Jie and Ganesh, Ananya and Cai, Jon and Southwell, Rosy and Perkoff, Magerate and Regan, Michael and Kann, Katharina and Martin, James and Palmer, Martha and D'Mello, Sideny},
  journal = {Proceedings of the 31st ACM Conference on User Modeling Adaptation
      and Personalization (ACM UMAP 2023)},
  year = {2023}
}

@article{cao-jigsaw23,
  title = {Designing an AI Partner for Jigsaw Classrooms},
  author = {Cao, Jie and Dickler, Rachel and Grace, Marie and Roncone, Alessandro and Hirshfield, Leanne and Walker, Marilyn and Palmer, Martha},
  journal = {Workshop on Language-Based AI Character Interation with Children},
  year = {2023}
}

@article{jon-dda2022,
  title = {Dependency Dialogue Acts — Annotation Scheme and Case Study},
  author = {Cai, Jon and King, Brendan D. and Perkoff, Margaret and Dudy, Shiran and Cao, Jie and Grace, Marie and Wojarnik, Natalia and Ananya, Ganesh and Martin, James and Palmer, Martha and Walker, Marilyn and Flanigan, Jeffrey},
  journal = {The 13th International Workshop on Spoken Dialogue Systems Technology},
  year = {2022}
}

@article{dissertation-proquest,
  title = {Inductive Biases for Deep Linguistic Structured Prediction with
      Independent Factorization},
  author = {Cao, Jie},
  journal = {Available from ProQuest Dissertations & Theses A&I;ProQuest
      Dissertations & Theses Global. (2777357718)},
  year = {2022}
}

@article{vis-pruning2022,
  title = {"Understanding Robustness Lottery": A Comparative Visual Analysis of
      Neural Network Pruning Approaches},
  author = {Li, Zhimin and Liu, Shusen and Yu, Xin and Bhavya, Kailkhura and Cao, Jie and Daniel, Diffenderfer James and Bremer, Peer-Timo and Pascucci, Valerio},
  journal = {arXiv preprint arXiv:2206.07918},
  year = {2022}
}

@article{cao2021dbqencoder,
  title = {Database workload characterization with query plan encoders},
  author = {{Debjyoti Paul}* and {Jie Cao}* and Li, Feifei and Srikumar, Vivek},
  journal = {Proceedings of the VLDB Endowment},
  volume = {15},
  number = {4},
  pages = {923--935},
  year = {2021},
  publisher = {VLDB Endowment}
}

@inproceedings{cao2021comparative,
  title = {A Comparative Study on Schema-Guided Dialogue State Tracking},
  author = {Cao, Jie and Zhang, Yi},
  booktitle = {Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies},
  pages = {782--796},
  year = {2021}
}

@inproceedings{cao2019amazon,
  title = {Amazon at MRP 2019: Parsing Meaning Representations with Lexical and
      Phrasal Anchoring},
  author = {Cao, Jie and Zhang, Yi and Youssef, Adel and Srikumar, Vivek},
  booktitle = {Proceedings of the Shared Task on Cross-Framework Meaning
      Representation Parsing at the Conference on Natural Language
        Learning(CoNLL)},
  pages = {138--148},
  year = {2019}
}

@inproceedings{cao2019observing,
  title = {Observing Dialogue in Therapy: Categorizing and Forecasting Behavioral Codes},
  author = {Cao, Jie and Tanana, Michael and Imel, Zac and Poitras, Eric and Atkins, David and Srikumar, Vivek},
  booktitle = {Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics},
  year = {2019},
  location = {Florence, Italy}
}

@inproceedings{rhetorical-poetry2019,
  title = {Rhetorically Controlled Encoder-Decoder for Modern Chinese Poetry Generation},
  author = {Liu, Zhiqiang and Fu, Zuohui and Cao, Jie and {de Melo}, Gerard and Tam, Yik-Cheung and Niu, Cheng and Zhou, Jie},
  booktitle = {Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics},
  year = {2019},
  location = {Florence, Italy}
}

@inproceedings{jie2019dstc,
  title = {End-to-end Gated Self-attentive Memory Network for Dialog Response Selection},
  author = {{Shuo, Sun}* and {Yik-Cheung Tam}* and {Jie Cao*} and {Canxiang Yan} and {Zuohui Fu} and {Cheng Niu} and {Jie Zhou}},
  booktitle = {AAAI DSTC7 Workshop (Equal Contribution)},
  year = {2019},
  location = {Honolulu, American}
}

@inproceedings{ke2015distributed,
  title = {A distributed SVM method based on the iterative MapReduce},
  author = {Ke, Xijiang and Jin, Hai and Xie, Xia and Cao, Jie},
  booktitle = {Semantic Computing (ICSC), IEEE International Conference on},
  pages = {116--119},
  year = {2015},
  organization = {IEEE}
}

@inproceedings{xie2012jrbridge,
  title = {JRBridge: A framework of large-scale statistical computing for R},
  author = {Xie, Xia and Cao, Jie and Jin, Hai and Ke, Xijiang and Cao, Wenzhi},
  booktitle = {Services Computing Conference (APSCC), IEEE Asia-Pacific},
  pages = {27--34},
  year = {2012},
  organization = {IEEE}
}