Search Results for author: Esma Wali

Found 4 papers, 2 papers with code

Gender Bias in Natural Language Processing Across Human Languages

no code implementations NAACL (TrustNLP) 2021 Abigail Matthews, Isabella Grasso, Christopher Mahoney, Yan Chen, Esma Wali, Thomas Middleton, Mariama Njie, Jeanna Matthews

In this paper, a team including speakers of 9 languages - Chinese, Spanish, English, Arabic, German, French, Farsi, Urdu, and Wolof - reports and analyzes measurements of gender bias in the Wikipedia corpora for these 9 languages.

Decision Making

Roadblocks in Gender Bias Measurement for Diachronic Corpora

1 code implementation LChange (ACL) 2022 Saied Alshahrani, Esma Wali, Abdullah R Alshamsan, Yan Chen, Jeanna Matthews

The use of word embeddings is an important NLP technique for extracting meaningful conclusions from corpora of human text.

Word Embeddings

Arabic Synonym BERT-based Adversarial Examples for Text Classification

1 code implementation5 Feb 2024 Norah Alshahrani, Saied Alshahrani, Esma Wali, Jeanna Matthews

To evaluate the grammatical and semantic similarities of the newly produced adversarial examples using our synonym BERT-based attack, we invite four human evaluators to assess and compare the produced adversarial examples with their original examples.

Adversarial Text Language Modelling +3

Is Machine Learning Speaking my Language? A Critical Look at the NLP-Pipeline Across 8 Human Languages

no code implementations11 Jul 2020 Esma Wali, Yan Chen, Christopher Mahoney, Thomas Middleton, Marzieh Babaeianjelodar, Mariama Njie, Jeanna Neefe Matthews

Natural Language Processing (NLP) is increasingly used as a key ingredient in critical decision-making systems such as resume parsers used in sorting a list of job candidates.

Decision Making

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