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MISGENDERED: Limits of Large Language Models in Understanding Pronouns
9 references·0 citing·37 second hop
MISGENDERED: Limits of Large Language Models in Understanding Pronouns (2023)MISGENDERED: Limits of Large Language Mod…Welcome to the Modern World of Pronouns: Identity-Inclusive Natural Language Processing beyond Gender (2022)Welcome to the Modern World o…Using Natural Sentence Prompts for Understanding Biases in Language Models (2022)Using Natural Sentence Prompt…Measuring Fairness with Biased Rulers: A Comparative Study on Bias Metrics for Pre-trained Language Models (2022)Measuring Fairness with Biase…Auto-Debias: Debiasing Masked Language Models with Automated Biased Prompts (2022)Auto-Debias: Debiasing Masked…OSCaR: Orthogonal Subspace Correction and Rectification of Biases in Word Embeddings (2021)OSCaR: Orthogonal Subspace Co…Harms of Gender Exclusivity and Challenges in Non-Binary Representation in Language Technologies (2021)Harms of Gender Exclusivity a…Measuring Bias in Contextualized Word Representations (2019)Measuring Bias in Contextuali…Gender Identity Disorder, the Gender Binary, and Transgender Oppression: Implications for Ethical Social Work (2011)Gender Identity Disorder, the…Challenging Gender Norms: Five Genders Among Bugis in Indonesia (2006)Challenging Gender Norms: Fiv…Diagnostic and Statistical Manual of Mental Disorders, 3rd ed (1981)Diagnostic and Statistical Manual of Mental Disorders (2013)Diagnostic and Statistical Manual of Mental Disorders (2013)Measuring individual differences in implicit cognition: The implicit association test. (1998)Measuring individual differences in implicit cognition: The implicit association test. (1998)Big Data's Disparate Impact (2014)Social Biases in NLP Models as Barriers for Persons with Disabilities (2020)Five sources of bias in natural language processing (2021)Large pre-trained language models contain human-like biases of what is right and wrong to do (2022)Mapping the Margins: Intersectionality, Identity Politics, and Violence against Women of Color (1991)Semantics derived automatically from language corpora contain human-like biases (2017)MABEL: Attenuating Gender Bias using Textual Entailment Data (2022)Socially Aware Bias Measurements for Hindi Language Representations (2022)Language Models Get a Gender Makeover: Mitigating Gender Bias with Few-Shot Data Interventions (2023)Language and woman's place (1973)Demarginalizing the Intersection of Race and Sex: A Black Feminist Critique of Antidiscrimination Doctrine, Feminist Theory, and Antiracist Politics [1989] (2018)Language variation and algorithmic bias: understanding algorithmic bias in British English automatic speech recognition (2022)Designing Responsible AI: Adaptations of UX Practice to Meet Responsible AI Challenges (2023)Typology of Risks of Generative Text-to-Image Models (2023)HISTORIAE, History of Socio-Cultural Transformation as Linguistic Data Science. A Humanities Use Case (2019)Benchmarking Intersectional Biases in NLP (2022)Aion Framework: Dimensional Emergence of AI Consciousness, Observer-Induced Collapse, and Cosmological Portal Dynamics (2023)Survey on Machine Learning Biases and Mitigation Techniques (2023)Fairness in Large Language Models: A Taxonomic Survey (2024)The Woman Worked as a Babysitter: On Biases in Language Generation (2019)Gender Bias in Neural Natural Language Processing (2020)BOLD (2021)A Comparative Study on the Impact of Model Compression Techniques on Fairness in Language Models (2023)Automated Ableism: An Exploration of Explicit Disability Biases in Sentiment and Toxicity Analysis Models (2023)Geographic and Geopolitical Biases of Language Models (2023)Bridging Fairness and Environmental Sustainability in Natural Language Processing (2022)Fairness in Deep Learning: A Survey on Vision and Language Research (2023)Fairness in Language Models Beyond English: Gaps and Challenges (2023)Fairness-Aware Structured Pruning in Transformers (2024)Religion, class and schooled sexuality among Minangkabau teenage girls (2009)Lost in transition: transgender people,. Rights and HIV vulnerability in the Asia-Pacific region (2012)Biocultural approaches to transgender and gender diverse experience and health: Integrating biomarkers and advancing gender/sex research (2020)
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References

  • 2019Measuring Bias in Contextualized Word Representations348 cited
  • 2021Harms of Gender Exclusivity and Challenges in Non-Binary Representation in Language Technologies125 cited
  • 2022Auto-Debias: Debiasing Masked Language Models with Automated Biased Prompts119 cited
  • 2006Challenging Gender Norms: Five Genders Among Bugis in Indonesia66 cited
  • 2022Measuring Fairness with Biased Rulers: A Comparative Study on Bias Metrics for Pre-trained Language Models58 cited
  • 2011Gender Identity Disorder, the Gender Binary, and Transgender Oppression: Implications for Ethical Social Work57 cited
  • 2021OSCaR: Orthogonal Subspace Correction and Rectification of Biases in Word Embeddings33 cited
  • 2022Welcome to the Modern World of Pronouns: Identity-Inclusive Natural Language Processing beyond Gender28 cited
  • 2022Using Natural Sentence Prompts for Understanding Biases in Language Models16 cited

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