Search Results for author: Aesha Parekh

Found 3 papers, 2 papers with code

Towards Understanding Gender-Seniority Compound Bias in Natural Language Generation

1 code implementation LREC 2022 Samhita Honnavalli, Aesha Parekh, Lily Ou, Sophie Groenwold, Sharon Levy, Vicente Ordonez, William Yang Wang

Our results show that GPT-2 amplifies bias by considering women as junior and men as senior more often than the ground truth in both domains.

Text Generation

Investigating African-American Vernacular English in Transformer-Based Text Generation

1 code implementation EMNLP 2020 Sophie Groenwold, Lily Ou, Aesha Parekh, Samhita Honnavalli, Sharon Levy, Diba Mirza, William Yang Wang

The growth of social media has encouraged the written use of African American Vernacular English (AAVE), which has traditionally been used only in oral contexts.

Text Generation

Evaluating Transformer-Based Multilingual Text Classification

no code implementations29 Apr 2020 Sophie Groenwold, Samhita Honnavalli, Lily Ou, Aesha Parekh, Sharon Levy, Diba Mirza, William Yang Wang

As NLP tools become ubiquitous in today's technological landscape, they are increasingly applied to languages with a variety of typological structures.

General Classification Language Modelling +4

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