A framework estimates grammatical gender directions in contextual embeddings via controlled and natural contexts, finding unweighted controlled contexts and centroid estimators yield the purest directions.
CamemBERT: a Tasty French Language Model
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Enhanced ABV framework applied to French AES, comparing 8 models on 27k and 961-essay corpora to assess generalizability, agreement, and validity.
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Estimating Grammatical Gender Directions in Contextual Embeddings under Controlled and Natural Contexts
A framework estimates grammatical gender directions in contextual embeddings via controlled and natural contexts, finding unweighted controlled contexts and centroid estimators yield the purest directions.
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Automated Essay Scoring and Language Certification: Assessing Generalizability, Agreement and Validity for French
Enhanced ABV framework applied to French AES, comparing 8 models on 27k and 961-essay corpora to assess generalizability, agreement, and validity.