Papers by Norihito Naka

1 papers
Can You Learn Semantics Through Next-Word Prediction? The Case of Entailment (2024.findings-acl)

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Challenge: et al. argued that sentence co-occurrence probabilities should reflect entailment . but it is unclear whether probabilities predicted by neural LMs encode enanglement based on their theory .
Approach: They propose a test that decodes entailment relations between natural sentences . they argue that the test that predicts a flipped test does not account for redundancy .
Outcome: The proposed test can decode entailment relations between natural sentences, but not perfectly.

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