On the Capabilities and Limitations of Reasoning for Natural Language Understanding
arXiv: Computation and Language, Volume abs/1901.02522, 2019.
Recent systems for natural language understanding are strong at overcoming linguistic variability for lookup style reasoning. Yet, their accuracy drops dramatically as the number of reasoning steps increases. present the first formal framework to study such empirical observations, addressing the ambiguity, redundancy, incompleteness, and...More
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