Nationality Bias in Text Generation

Pranav Narayanan Venkit · Sanjana Gautam · Ruchi Panchanadikar · Ting-Hao Huang · Shomir Wilson

43 citations0/0 files storedConference of the European Chapter of the Association for Computational Linguistics

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Ethics and Social Impacts of AI Natural Language Processing Techniques Topic Modeling

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Pranav Narayanan Venkit, Sanjana Gautam, Ruchi Panchanadikar, Ting-Hao Huang, Shomir Wilson. Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics. 2023.

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2017Semantics derived automatically from language corpora contain human-like biases 2021StereoSet: Measuring stereotypical bias in pretrained language models 2021Persistent Anti-Muslim Bias in Large Language Models 2020A snapshot of the frontiers of fairness in machine learning 2019Measuring Bias in Contextualized Word Representations 2020Social Biases in NLP Models as Barriers for Persons with Disabilities 2020On Measuring and Mitigating Biased Inferences of Word Embeddings 2021Quantifying Social Biases in NLP: A Generalization and Empirical Comparison of Extrinsic Fairness Metrics

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