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This is part of our video series on human-centered evaluations for NLP explanations. Check out the link for more resources. Youre currently here Hi, my name is Vera Liao, a researcher working at Microsoft Research Montreal. I will present this part of our tutorial together with Alison Smith-Renner, a research scientist at dataminr. With the background knowledge of human explanations and current explanation algorithms, we can now transition to talk about how to conduct human-centered evaluations for explanations. We will start with application grounded evaluation by conducting human-subjects studies. Alison and I will alternate, starting with me giving an overview of application grounded evaluation for explanations. Alison will take over to give a crash course on experimental design to conduct human-subjects studies. I will then illustrate how to design experiments with 3 use cases of explanations. Alison will close this section with discussions on some challenges and consideration