Publications / By Topic /  Deep Learning

2023

  1. Xin Xin, Xiangyu Zhao, Jin Huang, Weinan Zhang, Li Zhao, Dawei Yin, Grace Hui Yang. DRL4IR: 4th Workshop on Deep Reinforcement Learning for Information Retrieval. In proceedings of 32nd ACM International Conference on Information and Knowledge Management (CIKM '23). Birmingham, United Kingdom.

    October 21–25, 2023
  2. Lizi Liao, Grace Hui Yang, and Chirag Shah. Proactive Conversational Agents. In Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining (WSDM '23). Singapore.

    February 27 to March 3, 2023

2022

  1. Sibo Dong, Justin Goldstein, and Grace Hui Yang. SEINE: SEgment-based Indexing for NEural information retrieval. Workshop on Reaching Efficiency in Neural Information Retrieval (ReNeuIR) of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2022). Madrid, Spain.

    July 15, 2022
  2. Sibo Dong, Justin Goldstein, Grace Hui Yang. GazBy: Gaze-Based BERT Model to Incorporate Human Attention in Neural Information Retrieval. In Proceedings of the 8th ACM SIGIR International Conference on the Theory of Information Retrieval. Madrid, Spain.

    July 11-12, 2022
  3. Xiangyu Zhao, Xin Xin, Weinan Zhang, Li Zhao, Dawei Yin and Grace Hui Yang. DRL4IR: 3rd Workshop on Deep Reinforcement Learning for Information Retrieval (Workshop proposal). 45th International ACM SIGIR Conference on Research and Development in Information Retrieval. Madrid, Spain.

    July 11-15, 2022
    pdf  doi

2021

  1. Zhiwen Tang and Grace Hui Yang. A Re-classification of Information Seeking Tasks and Their Computational Solutions. ACM Transactions on Information Systems (TOIS 2022). Volume 40, Issue 4. New York, NY, USA.

    October, 2022
    pdf  arXiv  doi

2020

  1. Zhiwen Tang and Grace Hui Yang. Reinforcement Learning Meets Information Seeking: Dynamic Search Challenge. The 1st Workshop on Deep Reinforcement Learning for Information Retrieval (DRL4IR) on the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2020). Xi'an, China.

    July 25-30, 2020
  2. Zhiwen Tang and Grace Hui Yang. Corpus Compression for Deep Reinforcement Learning in Natural Language Environments. The 1st Workshop on Deep Reinforcement Learning for Information Retrieval (DRL4IR) on the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2020). Xi'an, China.

    July 25-30, 2020
  3. Limin Chen, Zhiwen Tang and Grace Hui Yang. Balancing Reinforcement Learning Training Experiences in Interactive Information Retrieval (short research paper). 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval. Xi'an, China.

    July 25-30, 2020
  4. Weinan Zhang, Xiangyu Zhao, Li Zhao, Dawei Yin, Grace Hui Yang and Alex Beutel. Deep Reinforcement Learning for Information Retrieval: Fundamentals and Advances (Workshop Proposal). 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval. Xi'an, China.

    July 25-30, 2020
  5. Zhiwen Tang and Grace Hui Yang. Corpus-Level End-to-End Exploration for Interactive Systems. The Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI 2020). New York, NY, USA.

    Feb 7-12, 2020

2019

  1. Zhiwen Tang and Grace Hui Yang. Corpus Compression for Deep Reinforcement Learning in Natural Language Environments. Deep Reinforcement Learning (Deep RL) workshop on the Thirty-third Conference on Neural Information Processing Systems (NeurIPS 2019). Vancouver, Canada.

    Dec 8-14, 2019
  2. Zhiwen Tang and Grace Hui Yang. Reinforcement Learning Meets Information Seeking: Dynamic Search Challenge. Machine Learning Competitions for All (CiML) workshop on the Thirty-third Conference on Neural Information Processing Systems (NeurIPS 2019). Vancouver, Canada.

    Dec 8-14, 2019
  3. Yue Yu, Siyao Peng and Grace Hui Yang. Modeling Long-Range Context for Concurrent Dialogue Acts Recognition. In the Proceedings of the 28th ACM International Conference on Information and Knowledge Management (CIKM 2019). Beijing, China.

    November 3rd-7th, 2019
  4. Zhiwen Tang and Grace Hui Yang. DeepTileBars: Visualizing Term Distribution for Neural Information Retrieval. The Thirty-Third AAAI Conference on Artificial Intelligence (AAAI-19). Honolulu, Hawaii, USA.

    January 27-February 1, 2019

2017

  1. Zhiwen Tang and Grace Hui Yang. Georgetown University at TREC 2017 Dynamic Domain Track. In Proceedings of the Text REtrieval Conference 2017 (TREC 2017). Gaithersburg, MD, USA.

    November 15-17, 2017