Publication Knowledge-Rich Self-Supervision for Biomedical Entity Linking Sheng Zhang, Hao Cheng, Shikhar Vashishth, Cliff Wong, Jinfeng Xiao, Xiaodong Liu, Tristan Naumann, Jianfeng Gao, Hoifung Poon EMNLP 2022 | May 2022
Publication WALNUT: A Benchmark on Semi-weakly Supervised Learning for Natural Language Understanding Guoqing Zheng, Giannis Karamanolakis, Kai Shu, Ahmed Awadallah NAACL 2022 | May 2022 Github Project
Publication Personalized Federated Learning with Adaptive Batchnorm for Healthcare Wang Lu, Jindong Wang, Yiqiang Chen, Xin Qin, Renjun Xu, Dimitrios Dimitriadis, Tao Qin IEEE Transactions on Big Data | May 2022 Project
Publication uGLAD: Sparse graph recovery by optimizing deep unrolled networks Harsh Shrivastava May 2022 arXiv preprint | May 2022 Project
Publication Diversifying Content Generation for Commonsense Reasoning with Mixture of Knowledge Graph Experts Wenhao Yu, Chenguang Zhu, Lianhui Qin, Zhihan Zhang, Tong Zhao, Meng Jiang ACL 2022 | May 2022
Publication GODEL: Large-Scale Pre-Training for Goal-Directed Dialog Baolin Peng, Michel Galley, Pengcheng He, Chris Brockett, Lars Liden, Elnaz Nouri, Zhou Yu, Bill Dolan, Jianfeng Gao May 2022 arXiv | May 2022 Github Project
Publication One Model to Enhance Them All: Array Geometry Agnostic Multi-Channel Personalized Speech Enhancement Hassan Taherian, Sefik Emre Eskimez, Takuya Yoshioka, Huaming Wang, Zhuo Chen, Xuedong Huang ICASSP 2022 | May 2022
Publication Personalized Speech Enhancement: New Models and Comprehensive Evaluation Sefik Emre Eskimez, Takuya Yoshioka, Huaming Wang, Xiaofei Wang, Zhuo Chen, Xuedong Huang ICASSP 2022 | May 2022
Publication End-to-End Segmentation-based News Summarization Yang Liu, Chenguang Zhu, Michael Zeng ACL 2022 | May 2022
Publication Fair Shares: Feasibility, Domination and Incentives Moshe Babaioff, Uriel Feige EC'22 | May 2022