Publications

Ph.D. Thesis Proposal: Never-Ending Learning for Open-Domain Semantic Parsing [pdf]

  1. Saparov, A., & Mitchell, T. M. (in prep.). A Generative Symbolic Model for More General Natural Language Understanding and Reasoning.
    @unpublished{Saparov2021,
      author = {Saparov, Abulhair and Mitchell, Tom M.},
      title = {A Generative Symbolic Model for More General Natural Language Understanding and Reasoning},
      volume = {abs/2105.02486},
      year = {in prep.},
      url = {https://arxiv.org/abs/2105.02486},
      archiveprefix = {arXiv},
      eprint = {2105.02486},
    }
    
  2. Platanios, E. A.*, Saparov, A.*, & Mitchell, T. M. (2020). Jelly Bean World: A Testbed for Never-Ending Learning. International Conference on Learning Representations.
    *equal contribution
    @inproceedings{PlataniosSaparov2020,
      title = {Jelly Bean World: A Testbed for Never-Ending Learning},
      author = {Platanios, Emmanouil Antonios and Saparov, Abulhair and Mitchell, Tom M.},
      booktitle = {International Conference on Learning Representations},
      year = {2020},
    }
    
  3. Mitchell, T. M., Cohen, W., Hruschka, E., Talukdar, P., Yang, B., Betteridge, J., Carlson, A., Dalvi, B., Gardner, M., Kisiel, B., Krishnamurthy, J., Lao, N., Mazaitis, K., Mohammad, T., Nakashole, N., Platanios, E. A., Ritter, A., Samadi, M., Settles, B., Wang, R., Wijaya, D., Gupta, A., Chen, X., Saparov, A., Greaves, M., & Welling, J. (2018). Never-Ending Learning. Commun. ACM, 61(5), 103–115.
    @article{Mitchell2018,
      author = {Mitchell, Tom M. and Cohen, William and Hruschka, Estevam and Talukdar, Partha and Yang, Bishan and Betteridge, Justin and Carlson, Andrew and Dalvi, Bhavana and Gardner, Matther and Kisiel, Bryan and Krishnamurthy, Jayant and Lao, Ni and Mazaitis, Kathryn and Mohammad, Thahir and Nakashole, Ndapa and Platanios, Emmanouil A. and Ritter, Alan and Samadi, Mehdi and Settles, Burr and Wang, Richard and Wijaya, Derry and Gupta, Abhinav and Chen, Xinlei and Saparov, Abulhair and Greaves, Malcolm and Welling, Joel},
      title = {Never-Ending Learning},
      year = {2018},
      issue_date = {April 2018},
      publisher = {Association for Computing Machinery},
      address = {New York, NY, USA},
      volume = {61},
      number = {5},
      issn = {0001-0782},
      doi = {10.1145/3191513},
      journal = {Commun. ACM},
      month = apr,
      pages = {103–115},
    }
    
  4. Saparov, A., Saraswat, V., & Mitchell, T. (2017). A Probabilistic Generative Grammar for Semantic Parsing. Proceedings of the 21st Conference on Computational Natural Language Learning (CoNLL 2017). Association for Computational Linguistics, 248–259.
    @inproceedings{Saparov2017,
      author = {Saparov, Abulhair and Saraswat, Vijay and Mitchell, Tom},
      title = {A Probabilistic Generative Grammar for Semantic Parsing},
      booktitle = {Proceedings of the 21st Conference on Computational Natural Language Learning (CoNLL 2017)},
      month = aug,
      year = {2017},
      publisher = {Association for Computational Linguistics},
      pages = {248--259},
    }
    
  5. Saparov, A., & Schwemmer, M. A. (2015). Effects of passive dendritic tree properties on the firing dynamics of a leaky-integrate-and-fire neuron. Mathematical Biosciences, 269, 61–75.
    @article{Saparov2015,
      title = {Effects of passive dendritic tree properties on the firing dynamics of a leaky-integrate-and-fire neuron},
      journal = {Mathematical Biosciences},
      volume = {269},
      pages = {61 - 75},
      year = {2015},
      issn = {0025-5564},
      author = {Saparov, Abulhair and Schwemmer, Michael A.}
    }
    
  6. Mitchell, T. M., Cohen, W., Hruschka, E., Talukdar, P., Betteridge, J., Carlson, A., Dalvi, B., Gardner, M., Kisiel, B., Krishnamurthy, J., Lao, N., Mazaitis, K., Mohammad, T., Nakashole, N., Platanios, E. A., Ritter, A., Samadi, M., Settles, B., Wang, R., Wijaya, D., Gupta, A., Chen, X., Saparov, A., Greaves, M., & Welling, J. (2015). Never-Ending Learning. AAAI.
    @inproceedings{Mitchell2015,
      author = {Mitchell, Tom M. and Cohen, William and Hruschka, Estevam and Talukdar, Partha and Betteridge, Justin and Carlson, Andrew and Dalvi, Bhavana and Gardner, Matthew and Kisiel, Bryan and Krishnamurthy, Jayant and Lao, Ni and Mazaitis, Kathryn and Mohammad, Thahir and Nakashole, Ndapa and Platanios, Emmanouil A. and Ritter, Alan and Samadi, Mehdi and Settles, Burr and Wang, Richard and Wijaya, Derry and Gupta, Abhinav and Chen, Xinlei and Saparov, Abulhair and Greaves, Malcolm and Welling, Joel},
      booktitle = {AAAI},
      note = {: Never-Ending Learning in AAAI-2015},
      title = {Never-Ending Learning},
      year = {2015},
    }
    
  7. Chen, X., Saparov, A., Pang, B., & Funkhouser, T. (2012). Schelling Points on 3D Surface Meshes. ACM Transactions on Graphics (Proc. SIGGRAPH).
    @article{Chen2012,
      author = {Chen, Xiaobai and Saparov, Abulhair and Pang, Bill and Funkhouser, Thomas},
      title = {Schelling Points on {3D} Surface Meshes},
      journal = {ACM Transactions on Graphics (Proc. SIGGRAPH)},
      year = {2012},
      month = aug,
    }