no code implementations • 8 Jan 2024 • Gongbo Zhang, Yiliang Zhou, Yan Hu, Hua Xu, Chunhua Weng, Yifan Peng
On the PICO-Corpus, PICOX obtained higher recall and F1 scores than the baseline and improved the micro recall score from 56. 66 to 67. 33.
no code implementations • 19 Nov 2023 • Gongbo Zhang, Qiao Jin, Denis Jered McInerney, Yong Chen, Fei Wang, Curtis L. Cole, Qian Yang, Yanshan Wang, Bradley A. Malin, Mor Peleg, Byron C. Wallace, Zhiyong Lu, Chunhua Weng, Yifan Peng
Evidence-based medicine promises to improve the quality of healthcare by empowering medical decisions and practices with the best available evidence.
no code implementations • 6 May 2023 • Gongbo Zhang, Sihua Chen, Kuihua Huang, Yijie Peng
We consider a simulation optimization problem for a context-dependent decision-making, which aims to determine the top-m designs for all contexts.
no code implementations • 26 Apr 2022 • Gongbo Zhang, Yijie Peng, Yilong Xu
We consider the popular tree-based search strategy within the framework of reinforcement learning, the Monte Carlo Tree Search (MCTS), in the context of finite-horizon Markov decision process.