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

31 Oct 2018Maarten SapRonan LeBrasEmily AllawayChandra BhagavatulaNicholas LourieHannah RashkinBrendan RoofNoah A. SmithYejin Choi

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 relations with variables (e.g., "if X pays Y a compliment, then Y will likely return the compliment")... (read more)

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