no code implementations • 22 Mar 2021 • Yiyan Huang, Cheuk Hang Leung, Xing Yan, Qi Wu
Most existing studies on the double/debiased machine learning method concentrate on the causal parameter estimation recovering from the first-order orthogonal score function.
no code implementations • 17 Dec 2020 • Yiyan Huang, Cheuk Hang Leung, Xing Yan, Qi Wu, Nanbo Peng, Dongdong Wang, Zhixiang Huang
Classical estimators overlook the confounding effects and hence the estimation error can be magnificent.
1 code implementation • EMNLP 2020 • Wei-Jen Ko, Te-Yuan Chen, Yiyan Huang, Greg Durrett, Junyi Jessy Li
Inquisitive probing questions come naturally to humans in a variety of settings, but is a challenging task for automatic systems.