Causal Perception in Question-Answering Systems

Po-Ming Law
Po-Ming Law
Leo Yu-Ho Lo
Leo Yu-Ho Lo
Cited by: 0|Views15

Abstract:

Root cause analysis is a common data analysis task. While question-answering systems enable people to easily articulate a why question (e.g., why students in Massachusetts have high ACT Math scores on average) and obtain an answer, these systems often produce questionable causal claims. To investigate how such claims might mislead users...More

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