Measuring and Reducing Non-Multifact Reasoning in Multi-hop Question Answering

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Other Links: arxiv.org

Abstract:

The measurement of true progress in multihop question-answering has been muddled by the strong ability of models to exploit artifacts and other reasoning shortcuts. Models can produce the correct answer, and even independently identify the supporting facts, without necessarily connecting the information between the facts. This defeats t...More

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