Language (Technology) is Power: A Critical Survey of" Bias" in NLP SL Blodgett, S Barocas, H Daumé III, H Wallach Proceedings of the 58th Annual Meeting of the Association for Computational …, 2020 | 994 | 2020 |
Demographic dialectal variation in social media: A case study of African-American English SL Blodgett, L Green, B O'Connor Proceedings of the Conference on Empirical Methods in Natural Language …, 2016 | 393 | 2016 |
Stereotyping Norwegian Salmon: An Inventory of Pitfalls in Fairness Benchmark Datasets SL Blodgett, G Lopez, A Olteanu, R Sim, H Wallach Proceedings of the 59th Annual Meeting of the Association for Computational …, 2021 | 202 | 2021 |
Racial Disparity in Natural Language Processing: A Case Study of Social Media African-American English SL Blodgett, B O'Connor arXiv preprint arXiv:1707.00061, 2017 | 174 | 2017 |
A Survey of Race, Racism, and Anti-Racism in NLP A Field, SL Blodgett, Z Waseem, Y Tsvetkov Proceedings of the 59th Annual Meeting of the Association for Computational …, 2021 | 101 | 2021 |
Twitter Universal Dependency Parsing for African-American and Mainstream American English SL Blodgett, J Wei, B O’Connor Proceedings of the 56th Annual Meeting of the Association for Computational …, 2018 | 69 | 2018 |
Evaluating the Social Impact of Generative AI Systems in Systems and Society I Solaiman, Z Talat, W Agnew, L Ahmad, D Baker, SL Blodgett, ... arXiv preprint arXiv:2306.05949, 2023 | 43 | 2023 |
The meaning and measurement of bias: lessons from natural language processing AZ Jacobs, SL Blodgett, S Barocas, H Daumé III, H Wallach Proceedings of the 2020 Conference on Fairness, Accountability, and …, 2020 | 32 | 2020 |
A Dataset and Classifier for Recognizing Social Media English SL Blodgett, J Wei, B O'Connor Proceedings of the 3rd Workshop on Noisy User-generated Text, 56-61, 2017 | 29 | 2017 |
Sociolinguistically Driven Approaches for Just Natural Language Processing SL Blodgett | 24 | 2021 |
Deconstructing NLG Evaluation: Evaluation Practices, Assumptions, and Their Implications K Zhou, SL Blodgett, A Trischler, H Daumé III, K Suleman, A Olteanu Proceedings of the North American Chapter of the Association for …, 2022 | 22 | 2022 |
Taxonomizing and measuring representational harms: A look at image tagging J Katzman, A Wang, M Scheuerman, SL Blodgett, K Laird, H Wallach, ... Proceedings of the AAAI Conference on Artificial Intelligence 37 (12), 14277 …, 2023 | 20 | 2023 |
Risks of AI Foundation Models in Education SL Blodgett, M Madaio arXiv preprint arXiv:2110.10024, 2021 | 18 | 2021 |
Responsible Language Technologies: Foreseeing and Mitigating Harms SL Blodgett, QV Liao, A Olteanu, R Mihalcea, M Muller, MK Scheuerman, ... CHI Conference on Human Factors in Computing Systems Extended Abstracts, 1-3, 2022 | 17 | 2022 |
Monte Carlo Syntax Marginals for Exploring and Using Dependency Parses KA Keith, SL Blodgett, B O'Connor Proceedings of the North American Chapter of the Association for …, 2018 | 13 | 2018 |
FairPrism: Evaluating Fairness-Related Harms in Text Generation E Fleisig, A Amstutz, C Atalla, SL Blodgett, H Daumé III, A Olteanu, ... Proceedings of the 61st Annual Meeting of the Association for Computational …, 2023 | 12 | 2023 |
This Prompt is Measuring <MASK>: Evaluating Bias Evaluation in Language Models S Goldfarb-Tarrant, E Ungless, E Balkir, SL Blodgett Findings of ACL, 2023 | 12 | 2023 |
Examining Responsibility and Deliberation in AI Impact Statements and Ethics Reviews D Liu, P Nanayakkara, SA Sakha, G Abuhamad, SL Blodgett, ... Proceedings of the 2022 AAAI/ACM Conference on AI, Ethics, and Society, 424-435, 2022 | 8 | 2022 |
It Takes Two to Tango: Navigating Conceptualizations of NLP Tasks and Measurements of Performance A Subramonian, X Yuan, H Daumé III, SL Blodgett Findings of ACL, 2023 | 6 | 2023 |
How to Write a Bias Statement: Recommendations for Submissions to the Workshop on Gender Bias in NLP C Hardmeier, MR Costa-jussà, K Webster, W Radford, SL Blodgett arXiv preprint arXiv:2104.03026, 2021 | 6 | 2021 |