Publications / By Topic /  Deep Learning

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