Esma Wali

Roadblocks in Gender Bias Measurement for Diachronic Corpora

2022

The use of word embeddings is an important NLP technique for extracting meaningful conclusions from corpora of human text. One important question that has been raised about word embeddings is the degree of gender bias …

Arabic Synonym BERT-based Adversarial Examples for Text Classification

2024 · arXiv (Cornell University)

Text classification systems have been proven vulnerable to adversarial text examples, modified versions of the original text examples that are often unnoticed by human eyes, yet can force text classification models to alter their classification. …