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Do "English" Named Entity Recognizers Work Well on Global Englishes?
We test widely used NER toolkits and transformer models, including models using the pre-trained contextual models RoBERTa and ELECTRA, on three datasets: a commonly used British English newswire dataset, CoNLL 2003, a more American focused dataset OntoNotes, and our global dataset.
Systematicity in GPT-3's Interpretation of Novel English Noun Compounds
However, this evidence is consistent with GPT3 reasoning only about specific lexical items rather than the more abstract conceptual categories of Levin et al.'s theory.
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