Search Results for author: Diba Mirza

Found 5 papers, 3 papers with code

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

Towards Understanding Gender Bias in Relation Extraction

1 code implementation ACL 2020 Andrew Gaut, Tony Sun, Shirlyn Tang, Yuxin Huang, Jing Qian, Mai ElSherief, Jieyu Zhao, Diba Mirza, Elizabeth Belding, Kai-Wei Chang, William Yang Wang

We use WikiGenderBias to evaluate systems for bias and find that NRE systems exhibit gender biased predictions and lay groundwork for future evaluation of bias in NRE.

counterfactual Data Augmentation +3

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