Papers citing 'The Values Encoded in Machine Learning Research'

Title
The BigScience ROOTS Corpus: A 1.6TB Composite Multilingual DatasetNeural Information Processing Systems (NeurIPS), 2023 Hugo Laurenccon Lucile Saulnier Thomas Wang Christopher Akiki Albert Villanova del Moral ... Violette Lepercq Suzana Ilić Margaret Mitchell Sasha Luccioni Yacine Jernite AI4CE AILaw 186 194 0 07 Mar 2023
A toolkit of dilemmas: Beyond debiasing and fairness formulas for responsible AI/MLInternational Symposium on Technology and Society (ISTAS), 2022 Andrés Domínguez Hernández Vassilis Galanos 140 4 0 03 Mar 2023
Towards Reliable Assessments of Demographic Disparities in Multi-Label Image Classifiers Melissa Hall Bobbie Chern Laura Gustafson Denisse Ventura Harshad Kulkarni Candace Ross Nicolas Usunier 187 6 0 16 Feb 2023
Rethinking "Risk" in Algorithmic Systems Through A Computational Narrative Analysis of Casenotes in Child-WelfareInternational Conference on Human Factors in Computing Systems (CHI), 2023 Devansh Saxena Erin Moon Aryan Chaurasia Yixin Guan Shion Guha 191 28 0 16 Feb 2023
Counting Carbon: A Survey of Factors Influencing the Emissions of Machine Learning A. Luccioni Alex Hernandez-Garcia 211 70 0 16 Feb 2023
AI and Core Electoral Processes: Mapping the HorizonsThe AI Magazine (AI Mag.), 2023 Deepak P Stanley Simoes Muiris Maccarthaigh 160 5 0 07 Feb 2023
The Gradient of Generative AI Release: Methods and ConsiderationsConference on Fairness, Accountability and Transparency (FAccT), 2023 Irene Solaiman 170 125 0 05 Feb 2023
Fairness and Sequential Decision Making: Limits, Lessons, and Opportunities Samer B. Nashed Justin Svegliato Su Lin Blodgett FaML 237 7 0 13 Jan 2023
How Data Scientists Review the Scholarly LiteratureConference on Human Information Interaction and Retrieval (CHIIR), 2023 Sheshera Mysore Mahmood Jasim Haoru Song Sarah Akbar Andre Kenneth Chase Randall Narges Mahyar AI4CE 145 9 0 10 Jan 2023
Evaluation for ChangeAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Rishi Bommasani ELM 188 0 0 20 Dec 2022
Tensions Between the Proxies of Human Values in AI Teresa Datta D. Nissani Max Cembalest Akash Khanna Haley Massa John P. Dickerson 208 4 0 14 Dec 2022
A Moral- and Event- Centric Inspection of Gender Bias in Fairy Tales at A Large Scale Zhixuan Zhou Jiao Sun Jiaxin Pei Nanyun Peng Jinjun Xiong 144 7 0 25 Nov 2022
BLOOM: A 176B-Parameter Open-Access Multilingual Language Model BigScience Workshop : Teven Le Scao Angela Fan Christopher Akiki ... Zhongli Xie Zifan Ye M. Bras Younes Belkada Thomas Wolf VLM 812 2,717 0 09 Nov 2022
Artificial intelligence in government: Concepts, standards, and a unified frameworkJournal of Grid Computing (J. Grid Comput.), 2022 Vince J. Straub Deborah Morgan Jonathan Bright Helen Z. Margetts AI4TS 195 55 0 31 Oct 2022
Back to the Future: On Potential Histories in NLP Zeerak Talat Anne Lauscher AI4TS 246 5 0 12 Oct 2022
Sociotechnical Harms of Algorithmic Systems: Scoping a Taxonomy for Harm ReductionAAAI/ACM Conference on AI, Ethics, and Society (AIES), 2022 Renee Shelby Shalaleh Rismani Kathryn Henne AJung Moon Negar Rostamzadeh ... N'Mah Yilla-Akbari Jess Gallegos A. Smart Emilio Garcia Gurleen Virk 307 275 0 11 Oct 2022
Addressing contingency in algorithmic (mis)information classification: Toward a responsible machine learning agendaConference on Fairness, Accountability and Transparency (FAccT), 2022 Andrés Domínguez Hernández Richard Owen Dan Saattrup Nielsen Ryan McConville 188 9 0 05 Oct 2022
Lost in Translation: Reimagining the Machine Learning Life Cycle in Education Lydia T. Liu Serena Wang Tolani A. Britton Rediet Abebe AI4Ed 138 1 0 08 Sep 2022
Making Intelligence: Ethical Values in IQ and ML BenchmarksConference on Fairness, Accountability and Transparency (FAccT), 2022 Borhane Blili-Hamelin Leif Hancox-Li 259 20 0 01 Sep 2022
Toward Transparent AI: A Survey on Interpreting the Inner Structures of Deep Neural Networks Tilman Raukur A. Ho Stephen Casper Dylan Hadfield-Menell AAML AI4CE 722 165 0 27 Jul 2022
Robots Enact Malignant StereotypesConference on Fairness, Accountability and Transparency (FAccT), 2022 Rumaisa Azeem William Agnew V. Zeng Severin Kacianka Matthew C. Gombolay LM&Ro 174 56 0 23 Jul 2022
Square One Bias in NLP: Towards a Multi-Dimensional Exploration of the Research ManifoldFindings (Findings), 2022 Sebastian Ruder Ivan Vulić Anders Søgaard 169 37 0 20 Jun 2022
Measuring the Carbon Intensity of AI in Cloud InstancesConference on Fairness, Accountability and Transparency (FAccT), 2022 Jesse Dodge Taylor Prewitt Rémi Tachet des Combes Erika Odmark Roy Schwartz Emma Strubell A. Luccioni Noah A. Smith Nicole DeCario Will Buchanan 189 240 0 10 Jun 2022
How Different Groups Prioritize Ethical Values for Responsible AIConference on Fairness, Accountability and Transparency (FAccT), 2022 Maurice Jakesch Zana Buçinca Saleema Amershi Alexandra Olteanu 176 118 0 16 May 2022
Evaluation Gaps in Machine Learning PracticeConference on Fairness, Accountability and Transparency (FAccT), 2022 Ben Hutchinson Negar Rostamzadeh Christina Greer Katherine A. Heller Vinodkumar Prabhakaran ELM 263 74 0 11 May 2022
Social Inclusion in Curated Contexts: Insights from Museum PracticesConference on Fairness, Accountability and Transparency (FAccT), 2022 Han-yin Huang Cynthia C. S. Liem 106 23 0 10 May 2022
Towards a multi-stakeholder value-based assessment framework for algorithmic systemsConference on Fairness, Accountability and Transparency (FAccT), 2022 Mireia Yurrita Dave Murray-Rust Agathe Balayn A. Bozzon MLAU 208 36 0 09 May 2022
REAL ML: Recognizing, Exploring, and Articulating Limitations of Machine Learning ResearchConference on Fairness, Accountability and Transparency (FAccT), 2022 Jessie J. Smith Saleema Amershi Solon Barocas Hanna M. Wallach J. W. Vaughan 159 36 0 05 May 2022
Data Governance in the Age of Large-Scale Data-Driven Language TechnologyConference on Fairness, Accountability and Transparency (FAccT), 2022 Yacine Jernite Huu Nguyen Stella Biderman A. Rogers Maraim Masoud ... Jorg Frohberg Aaron Gokaslan Peter Henderson Rishi Bommasani Margaret Mitchell 186 57 0 04 May 2022
Can Information Behaviour Inform Machine Learning? M. Ridley AI4CE 142 0 0 01 May 2022
VQGAN-CLIP: Open Domain Image Generation and Editing with Natural Language GuidanceEuropean Conference on Computer Vision (ECCV), 2022 Katherine Crowson Stella Biderman Daniel Kornis Dashiell Stander Eric Hallahan Louis Castricato Edward Raff CLIP 407 437 0 18 Apr 2022
Experimental Standards for Deep Learning in Natural Language Processing ResearchConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Dennis Ulmer Elisa Bassignana Max Müller-Eberstein Daniel Varab Mike Zhang Rob van der Goot Christian Hardmeier Barbara Plank 248 12 0 13 Apr 2022
Metaethical Perspectives on 'Benchmarking' AI EthicsAI and Ethics (AE), 2022 Travis LaCroix A. Luccioni 103 10 0 11 Apr 2022
Judging the algorithm: A case study on the risk assessment tool for gender-based violence implemented in the Basque country Ana Valdivia Cari Hyde-Vaamonde Julián García-Marcos 43 2 0 01 Mar 2022
Warmth and competence in human-agent cooperationAdaptive Agents and Multi-Agent Systems (AAMAS), 2022 Kevin R. McKee Xuechunzi Bai S. Fiske 366 34 0 31 Jan 2022
Fooling MOSS Detection with Pretrained Language ModelsInternational Conference on Information and Knowledge Management (CIKM), 2022 Stella Biderman Edward Raff DeLMO 144 40 0 19 Jan 2022
Towards a Science of Human-AI Decision Making: A Survey of Empirical Studies Vivian Lai Chacha Chen Q. V. Liao Alison Smith-Renner Chenhao Tan 265 208 0 21 Dec 2021
Large Scale Learning on Non-Homophilous Graphs: New Benchmarks and Strong Simple Methods Derek Lim Felix Hohne Xiuyu Li Sijia Huang Vaishnavi Gupta Omkar Bhalerao Ser-Nam Lim 328 429 0 27 Oct 2021
Unsolved Problems in ML Safety Dan Hendrycks Nicholas Carlini John Schulman Jacob Steinhardt 647 339 0 28 Sep 2021
Studying Up Machine Learning Data: Why Talk About Bias When We Mean Power? Milagros Miceli Julian Posada Tianling Yang 95 74 0 16 Sep 2021