sophiegroenwold/AAVE_SAE_dataset
Domain:
natural language processingRecord type:
dataset
Creator:
sop
Host:
Dataset accompanying the paper "Investigating African-American Vernacular English in Transformer-Based Text Generation."
# AAVE/SAE Paired Dataset
This repository contains the SAE samples accompanying the paper Investigating African-American Vernacular English in Transformer-Based Text Generation (EMNLP 2020).
To encourage future work in developing NLP for diverse audiences, we introduce a dataset of 2019 intent-equivalent AAVE/SAE pairs. The AAVE samples are sampled from Blodgett et. al. (2016)'s TwitterAAE, with their corresponding SAE samples annotated by Amazon MTurk.
To comply with Twitter's Terms of Service, we are only including the SAE samples here. Please view the optional supplementary materials on ACL Anthology for the full dataset.
If you use this dataset, please cite the paper:
```
@inproceedings{groenwold-etal-2020-investigating,
title = "Investigating {A}frican-{A}merican {V}ernacular {E}nglish in Transformer-Based Text Generation",
author = "Groenwold, Sophie and Ou, Lily and Parekh, Aesha and Honnavalli, Samhita and Levy, Sharon and Mirza, Diba and Wang, William Yang",
booktitle = "Proceedings of EMNLP",
url = "aclweb.org",
year = "2020"
}
```