Nicholas Lourie

CommonsenseQA: A Question Answering Challenge Targeting Commonsense Knowledge

2018 · arXiv (Cornell University)

When answering a question, people often draw upon their rich world knowledge in addition to the particular context. Recent work has focused primarily on answering questions given some relevant document or context, and required very …

ATOMIC: An Atlas of Machine Commonsense for If-Then Reasoning

2019

We present ATOMIC, an atlas of everyday commonsense reasoning, organized through 877k textual descriptions of inferential knowledge. Compared to existing resources that center around taxonomic knowledge, ATOMIC focuses on inferential knowledge organized as typed if-then …