Citation map · Study

SZodixStudyAcademic Library

Shelves Open access

Study · an open academic library·Metadata from OpenAlex (CC0)·Shelves·OpenAlex metadata, de-duplicated

Racial Disparity in Natural Language Processing: A Case Study of Social Media African-American English

6 references·16 citing·46 second hop

FromToDepth

this work references cited by second hop

References

1975Language in the inner city: studies in the Black English Vernacular. By William Labov. Philadelphia: University of Pennsylvania Press, 1972. Pp. xxiv, 412. $6.95.3,019 cited
2015Certifying and Removing Disparate Impact1,827 cited
2004African American English: A Linguistic Introduction406 cited
1999African American Vernacular English: Features, Evolution, Educational Implications350 cited
2016The Social Impact of Natural Language Processing329 cited
2015Challenges of studying and processing dialects in social media62 cited

Cited by

2021More than a biomarker: could language be a biosocial marker of psychosis?74 cited
2021Quantifying Social Biases in NLP: A Generalization and Empirical Comparison of Extrinsic Fairness Metrics72 cited
2019A Transparent Framework for Evaluating Unintended Demographic Bias in Word Embeddings58 cited
2021Demographic Representation and Collective Storytelling in the Me Too Twitter Hashtag Activism Movement50 cited
2019Validity Concerns in Research Using Organic Data50 cited
2022Upstream Mitigation Is Not All You Need: Testing the Bias Transfer Hypothesis in Pre-Trained Language Models42 cited
2023Fairness in Language Models Beyond English: Gaps and Challenges37 cited
2020Technological Innovation and Discrimination in Household Finance

Only edges whose both ends are imported exist here. Widen the year window, or show the whole map. Back to the work

36 cited

2023Fair Enough: Searching for Sufficient Measures of Fairness34 cited

2023Evaluation of African American Language Bias in Natural Language Generation23 cited

2023Enlarging the model of the human at the heart of human-centered AI: A social self-determination model of AI system impact22 cited

2019Bayesian Fairness20 cited

2021Advancing social justice through linguistic justice: Strategies for building equity fluent NLP technology20 cited

2024Learning to Be Fair: A Consequentialist Approach to Equitable Decision Making19 cited

2022Signs Taken for Wonders: AI, Art & the Matter of Race18 cited

2023Transcending the “Male Code”: Implicit Masculine Biases in NLP Contexts16 cited