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
Publication Structural insights into the SARS-CoV-2 Omicron RBD-ACE2 interaction Jun Lan, Xinheng He, Yifei Ren, Ziyi Wang, Huan Zhou, Shilong Fan, Chenyou Zhu, Dongsheng Liu, Bin Shao, Tie-Yan Liu, Qisheng Wang, Linqi Zhang, Jiwan Ge, Tong Wang, Xinquan Wang Cell Research | April 2022
Publication UniParser: A Unified Log Parser for Heterogeneous Log Data Yudong Liu, Xu Zhang, Shilin He, Hongyu Zhang, Liqun Li, Yu Kang, Yong Xu, Minghua Ma, Qingwei Lin 林庆维, Yingnong Dang, Saravan Rajmohan, Dongmei Zhang TheWebConf 2022 | April 2022 Project Project
Publication Differentially private fine-tuning of language models Da Yu, Saurabh Naik, Arturs Backurs, Sivakanth Gopi, Huseyin Inan, Gautam Kamath, Janardhan (Jana) Kulkarni, Yin Tat Lee, Andre Manoel, Lukas Wutschitz, Sergey Yekhanin, Huishuai Zhang ICLR 2022 | April 2022 Project
Research
Research