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Performance in a dialectal profiling task of LLMs for varieties of Brazilian Portuguese
October 14, 2024 ยท Declared Dead ยท ๐ Brazilian Symposium in Information and Human Language Technology
"No code URL or promise found in abstract"
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Authors
Raquel Meister Ko Freitag, Tรบlio Sousa de Gois
arXiv ID
2410.10991
Category
cs.CL: Computation & Language
Cross-listed
cs.CY
Citations
2
Venue
Brazilian Symposium in Information and Human Language Technology
Last Checked
5 months ago
Abstract
Different of biases are reproduced in LLM-generated responses, including dialectal biases. A study based on prompt engineering was carried out to uncover how LLMs discriminate varieties of Brazilian Portuguese, specifically if sociolinguistic rules are taken into account in four LLMs: GPT 3.5, GPT-4o, Gemini, and Sabi.-2. The results offer sociolinguistic contributions for an equity fluent NLP technology.
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