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 | 368 | 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 | 227 | 2016 |
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 | 104 | 2017 |
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 | 40 | 2018 |
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 | 37 | 2021 |
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 | 17 | 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 | 15 | 2021 |
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 | 13 | 2020 |
Sociolinguistically Driven Approaches for Just Natural Language Processing SL Blodgett | 12 | 2021 |
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 | 10 | 2018 |
Visualizing textual models with in-text and word-as-pixel highlighting A Handler, SL Blodgett, B O'Connor Proceedings of the ICML Workshop on Human Interpretability in Machine Learning, 2016 | 6 | 2016 |
Confronting Structural Inequities in AI for Education M Madaio, SL Blodgett, E Mayfield, E Dixon-Román arXiv preprint arXiv:2105.08847, 2021 | 2 | 2021 |
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 | 2 | 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 | 1 | 2022 |
Risks of AI Foundation Models in Education SL Blodgett, M Madaio arXiv preprint arXiv:2110.10024, 2021 | 1 | 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 | | 2022 |
Proceedings of the First Workshop on Bridging Human–Computer Interaction and Natural Language Processing SL Blodgett, M Madaio, B O'Connor, H Wallach, Q Yang Proceedings of the First Workshop on Bridging Human–Computer Interaction and …, 2021 | | 2021 |
Natural Language Processing Methods to Learn about Social Determinants of Health from Electronic Health Records D Chin, V Shetty, SL Blodgett, B O'Connor 2019 Annual Research Meeting, 2019 | | 2019 |