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Hanna Wallach

  1. Datasheets for Datasets
    2018/03/23 by Timnit Gebru, Gebru, Timnit, Jamie Morgenstern +11 · 7 voices · 141 citations
    #cs.DB #cs.AI #cs.LG
  2. Datasheets for datasets
    2021/11/19 by Timnit Gebru, Jamie Morgenstern, Briana Vecchione +5 · 200 citations
    Decision Sciences · Computer Science · #Data Quality and Management #Data Stream Mining Techniques #Machine Learning and Data Classification
  3. Language (Technology) is Power: A Critical Survey of "Bias" in NLP
    2020/05/28 by Su Lin Blodgett, Solon Barocas, Blodgett, Su Lin +5 · 2 voices · 99 citations
    #cs.CL #cs.CY
  4. A Reductions Approach to Fair Classification
    2018/03/06 by Alekh Agarwal, Alina Beygelzimer, Agarwal, Alekh +7 · 45 citations
    Computer Science · Social Sciences · #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
  5. Measurement and Fairness
    2019/12/11 by Abigail Z. Jacobs, Hanna Wallach · 2 voices · 20 citations
    Computer Science · Social Sciences · #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #Qualitative Comparative Analysis Research #cs.CY #cs.LG
  6. Machine Unlearning Doesn't Do What You Think: Lessons for Generative AI Policy and Research
    2024/12/09 by A. Feder Cooper, Christopher A. Choquette-Choo, Cooper, A. Feder +75 · 5 voices · 9 citations
    Computer Science · Social Sciences · #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #cs.AI #cs.CY #cs.LG
  7. Counterfactual Data Augmentation for Mitigating Gender Stereotypes in Languages with Rich Morphology
    2019/06/11 by Ran Zmigrod, Zmigrod, Ran, Hanna Wallach +4 · 16 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Text Readability and Simplification
  8. Position: Evaluating Generative AI Systems Is a Social Science Measurement Challenge
    2025/02/01 by Hanna Wallach, Wallach, Hanna, Meera Desai +37 · 3 voices · 17 citations
    #cs.CY
  9. Assessing the Fairness of AI Systems: AI Practitioners' Processes, Challenges, and Needs for Support
    2021/12/10 by Michael Madaio, Lisa Egede, Madaio, Michael +7 · 10 citations
    Social Sciences · #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
  10. Advances in Neural Information Processing Systems 32 (NeurIPS 2019)
    2020/01/01 by Hanna Wallach, Hugo Larochelle, Alina Beygelzimer +3 · 9 citations
    Computer Science · #Neural Networks and Applications
  11. Evaluating Generative AI Systems is a Social Science Measurement Challenge
    2024/11/17 by Hanna Wallach, Wallach, Hanna, Meera Desai +37 · 3 voices · 10 citations
    Social Sciences · #Computational and Text Analysis Methods #cs.CY
  12. Toward an Evaluation Science for Generative AI Systems
    2025/03/07 by Laura Weidinger, Weidinger, Laura, Inioluwa Deborah Raji +17 · 15 citations
    Computer Science · Psychology · Social Sciences · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Human-Automation Interaction and Safety #Machine Learning (cs.LG)
  13. Understanding Machine Learning Practitioners' Data Documentation Perceptions, Needs, Challenges, and Desiderata
    2022/06/06 by Amy Heger, Heger, Amy K., Elizabeth Marquis +7 · 5 citations
    Business, Management and Accounting · Social Sciences · #Big Data and Business Intelligence #Ethics and Social Impacts of AI
  14. Bayesian Poisson Tensor Factorization for Inferring Multilateral\n Relations from Sparse Dyadic Event Counts
    2015/06/10 by Aaron Schein, John Paisley, Schein, Aaron +5 · 4 citations
    Mathematics · Social Sciences · #Applications (stat.AP) #Artificial Intelligence (cs.AI) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Social and Information Networks (cs.SI) #Tensor decomposition and applications
  15. Bayesian Poisson Tucker Decomposition for Learning the Structure of International Relations
    2016/06/06 by Aaron Schein, Schein, Aaron, Mingyuan Zhou +5 · 3 citations
    Mathematics · Computer Science · #Tensor decomposition and applications #Domain Adaptation and Few-Shot Learning #Topic Modeling
  16. "One-Size-Fits-All"? Examining Expectations around What Constitute "Fair" or "Good" NLG System Behaviors
    2023/10/23 by Li Lucy, Su Lin Blodgett, Lucy, Li +7 · 1 voice · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #cs.CL #cs.HC
  17. Flexible Models for Microclustering with Application to Entity Resolution
    2016/10/31 by Giacomo Zanella, Brenda Betancourt, Zanella, Giacomo +9 · 1 citation
    Computer Science · Decision Sciences · #Advanced Data Storage Technologies #Advanced Database Systems and Queries #Applications (stat.AP) #Data Quality and Management #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Methodology (stat.ME) #Statistics Theory (math.ST)
  18. A Shared Standard for Valid Measurement of Generative AI Systems' Capabilities, Risks, and Impacts
    2024/12/02 by Alexandra Chouldechova, Chad Atalla, Chouldechova, Alexandra +25 · 1 voice · 2 citations
    Computer Science · Engineering · Social Sciences · #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #Technology Assessment and Management #cs.CY
  19. Quantifying the Semantic Core of Gender Systems
    2019/10/29 by Adina Williams, Ryan Cotterell, Williams, Adina +7 · 1 citation
    Computer Science · Social Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Gender Studies in Language #Linguistic Variation and Morphology #Natural Language Processing Techniques
  20. On the Relationships Between the Grammatical Genders of Inanimate Nouns\n and Their Co-Occurring Adjectives and Verbs
    2020/05/03 by Adina Williams, Ryan Cotterell, Williams, Adina +7 · 1 citation
    Computer Science · Social Sciences · #Authorship Attribution and Profiling #Computation and Language (cs.CL) #FOS: Computer and information sciences #Gender Studies in Language #Natural Language Processing Techniques
  21. Designing Disaggregated Evaluations of AI Systems: Choices,\n Considerations, and Tradeoffs
    2021/03/10 by Solon Barocas, Anhong Guo, Barocas, Solon +13 · 1 citation
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  22. The Social Dynamics of Language Change in Online Networks
    2016/09/07 by Rahul Goel, Goel, Rahul, Sandeep Soni +11 · 1 citation
    Social Sciences · Computer Science · #Linguistic Variation and Morphology #Authorship Attribution and Profiling #Language and cultural evolution
  23. A Framework for Evaluating LLMs Under Task Indeterminacy
    2024/11/21 by Luke Guerdan, Hanna Wallach, Guerdan, Luke +5 · 1 voice · 1 citation
    Business, Management and Accounting · Computer Science · Engineering · #Business Process Modeling and Analysis #Scheduling and Optimization Algorithms #Service-Oriented Architecture and Web Services #cs.CL #cs.HC #cs.LG
  24. Taxonomizing Representational Harms using Speech Act Theory
    2025/04/01 by Emily Corvi, Corvi, Emily, Hannah Washington +21 · 2 voices · 1 citation
    #cs.CL #cs.CY