Publications

2022

• Pretrained Language Model for Continual Learning: A Comparative Study.
  Tongtong Wu, Massimo Caccia, Zhuang Li, Yuan-Fang Li, Guilin Qi, Reza Haffari.
  ICLR
  [code] [paper] [bibtex]

  @inproceedings{
  wu2022pretrained,
  title={Pretrained Language Model in Continual Learning: A Comparative Study},
  author={Tongtong Wu and Massimo Caccia and Zhuang Li and Yuan-Fang Li and Guilin Qi and Gholamreza Haffari},
  booktitle={Proceedings of ICLR},
  year={2022},
  url={https://openreview.net/forum?id=figzpGMrdD},
  }
  

• Task-Aware Meta-Learning for Continual Language Learning.
  Tongtong Wu, Xuekai Li, Yuan-Fang Li, Guilin Qi, Reza Haffari.
  Under Review
  [code] [paper] [bibtex]
• Neural Topic Modeling with Deep Mutual Information Estimation.
  Kang Xu, Xiaoqiu Lu, Yuan-fang Li, Tongtong Wu, Guilin Qi, Ning Ye.
  Journal: Information Processing and Management, (Under Review)
  [code] [paper] [bibtex]

2021

• Adaptive Knowledge-Enhanced Bayesian Meta-Learning for Few-shot Event Detection.
  Shirong Shen, Tongtong Wu, Guilin Qi, Yuan-Fang Li, Reza Haffari, Sheng Bi.
  Findings of (ACL-IJCNLP 2021), (Accepted)
  [code] [paper] [bibtex]

  @inproceedings{SSRACL21,
  author    = {Shirong Shen and
               Tongtong Wu and
               Guilin Qi and
               Yuan{-}Fang Li and
               Reza Haffari and
               Sheng Bi,
  title     = {Adaptive Knowledge-Enhanced Bayesian Meta-Learning for Few-shot Event Detection},
  booktitle = {Findings of ACL-IJCNLP},
  year      = {2021}
  }
  

• Curriculum-Meta Learning for Order-Robust Continual Relation Extraction.
  Tongtong Wu, Xuekai Li, Yuan-Fang Li, Reza Haffari, Guilin Qi, Yujin Zhu, Guoqiang Xu.
  The Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI)
  [code] [paper] [bibtex]

  @inproceedings{WuAAAI21,
  author    = {Tongtong Wu and
               Xuekai Li and
               Yuan{-}Fang Li and
               Reza Haffari and
               Guilin Qi and
               Yujin Zhu and
               Guoqiang Xu},
  title     = {Curriculum-Meta Learning for Order-Robust Continual Relation Extraction},
  booktitle = {Proceedings of the thirty-fourth AAAI conference on artificial intelligence (AAAI)},
  year      = {2021},
  url       = {https://arxiv.org/abs/2101.01926},
  }
  

2020

• Few-Shot Complex Knowledge Base Question Answering via Meta Reinforcement Learning.
  Yuncheng Hua, Yuan-Fang Li, Reza Haffari, Guilin Qi, Tongtong Wu.
  the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)
  [code] [paper] [bibtex]

  @inproceedings{HuaLHQW20,
    author    = {Yuncheng Hua and
               Yuan{-}Fang Li and
               Gholamreza Haffari and
               Guilin Qi and
               Tongtong Wu},
    title     = {Few-Shot Complex Knowledge Base Question Answering via Meta Reinforcement
               Learning},
    booktitle = {Proceedings of the 2020 Conference on Empirical Methods in Natural
               Language Processing (EMNLP)},
    pages     = {5827--5837},
    year      = {2020},
    url       = {https://doi.org/10.18653/v1/2020.emnlp-main.469}
    }
  

• A Hash Learning Framework for Search-Oriented Knowledge Graph Embedding.
  Meng Wang, Tongtong Wu, Guilin Qi.
  The 24th European Conference on Artificial Intelligence (ECAI)
  [paper] [bibtex]

  @inproceedings{mwngECAI2020,
    author    = {Meng Wang and
               Tongtong Wu and
               Guilin Qi},
    title     = {A Hash Learning Framework for Search-Oriented Knowledge Graph Embedding},
    booktitle = {Proceedings of the 24th European Conference on Artificial Intelligence (ECAI)},
    volume    = {325},
    pages     = {921--928},
    year      = {2020},
    url       = {https://doi.org/10.3233/FAIA200184}
  }
  

2019

• Zero-Shot Slot Filling via Latent Question Representation and Reading Comprehension.
  Tongtong Wu, Meng Wang, Huan Gao, Guilin Qi, Weizhuo Li.
  The 16th Pacific Rim International Conference on Artificial Intelligence (PRICAI)
  [paper] [bibtex]

  @InProceedings{zssfWU19,
  author="Wu, Tongtong
  and Wang, Meng
  and Gao, Huan
  and Qi, Guilin
  and Li, Weizhuo",
  title="Zero-Shot Slot Filling via Latent Question Representation and Reading Comprehension",
  booktitle="PRICAI 2019: Trends in Artificial Intelligence",
  year="2019",
  pages="123--136",
  }