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] - 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] - 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]
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] - 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]