An Incomplete Loop: Deductive, Inductive, and Abductive Reasoning in Language Models

Emmy Liu, Graham Neubig, Jacob Andreas

Modern language models (LMs) can learn to perform new tasks in different ways: in instruction following, the target task is described explicitly in natural language; in few-shot pr…