Publication Dynamic Relation Discovery and Utilization in Multi-Entity Time Series Forecasting Lin Huang, Lijun Wu, Jia Zhang, Jiang Bian, Tie-Yan Liu AAAI 2022 | May 2022
Publication MarkupLM: Pre-training of Text and Markup Language for Visually-rich Document Understanding Junlong Li, Yiheng Xu, Lei Cui, Furu Wei ACL 2022 | May 2022 Project
Publication Timing-Based Browsing Privacy Vulnerabilities Via Site Isolation Zihao Jin, Ziqiao Kong, Shuo Chen, Haixin Duan IEEE Symposium on Security and Privacy (Oakland) | May 2022
Publication XFUND: A Benchmark Dataset for Multilingual Visually Rich Form Understanding Yiheng Xu, Tengchao Lv, Lei Cui, Guoxin Wang, Yijuan Lu, Dinei Florencio, Cha Zhang, Furu Wei ACL 2022 | May 2022 Project
Publication Decomposed Meta-Learning for Few-Shot Named Entity Recognition Tingting Ma, Huiqiang Jiang, Qianhui Wu, Tiejun Zhao, Chin-Yew Lin 60th Annual Meeting of the Association for Computational Linguistics (ACL 2022) | Findings | May 2022 Project
Publication TaCube: Pre-computing Data Cubes for Answering Numerical-Reasoning Questions over Tabular Data Fan Zhou, Mengkang Hu, Haoyu Dong, Zhoujun Cheng, Shi Han, Dongmei Zhang EMNLP’22 Oral Main Track | May 2022
Publication FORTAP: Using Formulae for Numerical-Reasoning-Aware Table Pretraining Zhoujun Cheng, Haoyu Dong, Fan Cheng, Ran Jia, Pengfei Wu, Shi Han, Dongmei Zhang ACL 2022 Main Track | May 2022 Project
Publication HiTab: A Hierarchical Table Dataset for Question Answering and Natural Language Generation Zhoujun Cheng, Haoyu Dong, Zhiruo Wang, Ran Jia, Jiaqi Guo, Yan Gao, Shi Han, Jian-Guang Lou, Dongmei Zhang ACL 2022 Main Track | May 2022 Project
Publication Efficient and Stable Information Directed Exploration for Continuous Reinforcement Learning Mingzhe Chen, Xi Xiao, Wanpeng Zhang, Xiaotian Gao ICASSP 2022 | April 2022
Publication GBK-GNN: Gated Bi-Kernel Graph Neural Networks for Modeling Both Homophily and Heterophily Lun Du, Xiaozhou Shi, Qiang Fu, Xiaojun Ma, Hengyu Liu, Shi Han, Dongmei Zhang TheWebConf 2022 | April 2022
Research
Research