Investigating representations of verb bias in neural language models

Robert D. Hawkins
Robert D. Hawkins
Takateru Yamakoshi
Takateru Yamakoshi
Adele E. Goldberg
Adele E. Goldberg

EMNLP 2020, pp. 4653-4663, 2020.

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We found that transformer architectures corresponded especially well with human verb bias judgments

Abstract:

Languages typically provide more than one grammatical construction to express certain types of messages. A speaker’s choice of construction is known to depend on multiple factors, including the choice of main verb – a phenomenon known as verb bias. Here we introduce DAIS, a large benchmark dataset containing 50K human judgments for 5K dis...More

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