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NLPositionality: Characterizing Design Biases of Datasets and Models
16 references·1 citing·47 second hop
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(1984)Inter-Coder Agreement for Computational Linguistics (2008)Developing and Using a Codebook for the Analysis of Interview Data: An Example from a Professional Development Research Project (2010)Qualitative content analysis: theoretical foundation, basic procedures and software solution (2014)Transparent Reporting of a multivariable prediction model for Individual Prognosis Or Diagnosis (TRIPOD): The TRIPOD Statement (2015)Data Feminism (2020)A Survey on Bias and Fairness in Machine Learning (2021)On the Opportunities and Risks of Foundation Models (2021)The Study of Second Language Acquisition (1996)CONSORT 2010 Explanation and Elaboration: updated guidelines for reporting parallel group randomised trials (2010)Publication Manual of the American Psychological Association (2011)Fairness in Machine Learning: A Survey (2023)Bias and Fairness in Large Language Models: A Survey (2024)American Apartheid: Segregation and the Making of the Underclass. 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(1992)Semantics derived automatically from language corpora contain human-like biases (2017)Unsettling race and language: Toward a raciolinguistic perspective (2017)Towards a standard for identifying and managing bias in artificial intelligence (2022)The Interpretation of Cultures (1974)Handbook of Qualitative Research (1994)Qualitative research practice: a guide for social science students and researchers (2003)Beyond Making a Statement: An Intersectional Framing of the Power and Possibilities of Positioning (2023)Positionality and Its Problems: Questioning the Value of Reflexivity Statements in Research (2023)Practical thematic analysis: a guide for multidisciplinary health services research teams engaging in qualitative analysis (2023)Qualitative evaluation and research methods (1990)Three Approaches to Qualitative Content Analysis (2005)Putting AI ethics to work: are the tools fit for purpose? (2021)Ethics and diversity in artificial intelligence policies, strategies and initiatives (2022)The Social Construction of Reality: A Treatise in the Sociology of Knowledge. (1967)Critical discourse analysis: The critical study of language (1996)Discursive psychology (2001)‘ISO‐lating’ corporate social responsibility in the organizational context: a dissenting interpretation of ISO 26000 (2009)‘No girl wants to be called a slut!’: women, heterosexual casual sex and the sexual double standard (2016)“In My Culture, We Don’t Know Anything About That”: Sexual and Reproductive Health of Migrant and Refugee Women (2017)Internet Users' Information Privacy Concerns (IUIPC): The Construct, the Scale, and a Causal Model (2004)Recommended effect size statistics for repeated measures designs (2005)G*Power 3: A flexible statistical power analysis program for the social, behavioral, and biomedical sciences (2007)
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References

  • 2019Model Cards for Model Reporting2,653 cited
  • 2005Design and Analysis: A Researcher's Handbook2,388 cited
  • 2004Reliability in Content Analysis.2,158 cited
  • 2020Researcher Positionality - A Consideration of Its Influence and Place in Qualitative Research - A New Researcher Guide1,338 cited
  • 1996Bias in computer systems1,203 cited
  • 2020Language (Technology) is Power: A Critical Survey of “Bias” in NLP1,044 cited
  • 2018Data Statements for Natural Language Processing: Toward Mitigating System Bias and Enabling Better Science840 cited
  • 2015Social Constructionism425 cited
  • 2022The Values Encoded in Machine Learning Research316 cited
  • 2020Towards a critical race methodology in algorithmic fairness295 cited
  • 2013Digital Language Death209 cited
  • 2021Harms of Gender Exclusivity and Challenges in Non-Binary Representation in Language Technologies125 cited
  • 2015Cross-lingual syntactic variation over age and gender85 cited
  • 2019A Mulching Proposal72 cited
  • 2015Challenges of studying and processing dialects in social media62 cited
  • 2021Automating Moral Reasoning (Invited Paper)

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  • 2023The impact of generative artificial intelligence on socioeconomic inequalities and policy making22 cited