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The Values Encoded in Machine Learning Research

Conference on Fairness, Accountability and Transparency (FAccT), 2021

29 June 2021

Papers citing "The Values Encoded in Machine Learning Research"

50 / 140 papers shown

Title
Application-Driven Innovation in Machine Learning David Rolnick Alán Aspuru-Guzik Sara Beery B. Dilkina P. Donti ... Hannah Kerner C. Monteleoni Esther Rolf Milind Tambe Adam White 164 22 0 26 Mar 2024
Mapping the Ethics of Generative AI: A Comprehensive Scoping Review Thilo Hagendorff 229 79 0 13 Feb 2024
Towards Equitable Agile Research and Development of AI and Robotics Rumaisa Azeem Julia Schuller Severin Kacianka 137 1 0 13 Feb 2024
Discipline and Label: A WEIRD Genealogy and Social Theory of Data Annotation Andrew Smart Ding Wang Ellis Monk Mark Díaz Atoosa Kasirzadeh Erin van Liemt Sonja Schmer-Galunder 164 12 0 09 Feb 2024
Position: Stop Making Unscientific AGI Performance ClaimsInternational Conference on Machine Learning (ICML), 2024 Patrick Altmeyer Andrew M. Demetriou Antony Bartlett Cynthia C. S. Liem 269 9 0 06 Feb 2024
Black-Box Access is Insufficient for Rigorous AI AuditsConference on Fairness, Accountability and Transparency (FAccT), 2024 Stephen Casper Carson Ezell Charlotte Siegmann Noam Kolt Taylor Lynn Curtis ... Michael Gerovitch David Bau Max Tegmark David M. Krueger Dylan Hadfield-Menell AAML 488 127 0 25 Jan 2024
Towards a Non-Ideal Methodological Framework for Responsible MLInternational Conference on Human Factors in Computing Systems (CHI), 2024 Ramaravind Kommiya Mothilal Shion Guha Syed Ishtiaque Ahmed 272 12 0 20 Jan 2024
Big Tech influence over AI research revisited: memetic analysis of attribution of ideas to affiliation Stanislaw Giziñski Paulina Kaczyñska Hubert Ruczyñski Emilia Wisnios Bartosz Pieliñski P. Biecek Julian Sienkiewicz 152 7 0 20 Dec 2023
Disentangling Perceptions of Offensiveness: Cultural and Moral Correlates Aida Mostafazadeh Davani Mark Díaz Dylan K. Baker Vinodkumar Prabhakaran AAML 159 26 0 11 Dec 2023
A Material Lens on Coloniality in NLP William B. Held Camille Harris Michael Best Diyi Yang 289 21 0 14 Nov 2023
Is a Seat at the Table Enough? Engaging Teachers and Students in Dataset Specification for ML in Education Mei Tan Hansol Lee Dakuo Wang Hariharan Subramonyam 167 12 0 09 Nov 2023
OpenForest: A data catalogue for machine learning in forest monitoringEnvironmental Data Science (EDS), 2023 Arthur Ouaknine T. Kattenborn Etienne Laliberté David Rolnick 466 16 0 01 Nov 2023
Moral Foundations of Large Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Marwa Abdulhai Gregory Serapio-Garcia Clément Crepy Daria Valter John Canny Natasha Jaques LRM 235 69 0 23 Oct 2023
The Law and NLP: Bridging Disciplinary DisconnectsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Robert Mahari Dominik Stammbach Elliott Ash Alex Pentland AILaw 192 12 0 22 Oct 2023
The Quo Vadis of the Relationship between Language and Large Language Models Evelina Leivada Vittoria Dentella Elliot Murphy 217 6 0 17 Oct 2023
To Build Our Future, We Must Know Our Past: Contextualizing Paradigm Shifts in Natural Language ProcessingConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Sireesh Gururaja Amanda Bertsch Clara Na D. Widder Emma Strubell 177 5 0 11 Oct 2023
Dynamic value alignment through preference aggregation of multiple objectives Marcin Korecki Damian Dailisan Cesare Carissimo 220 1 0 09 Oct 2023
Can large language models provide useful feedback on research papers? A large-scale empirical analysis Weixin Liang Yuhui Zhang Hancheng Cao Binglu Wang Daisy Ding ... Siyu He D. Smith Yian Yin Daniel A. McFarland James Y. Zou ALM LM&MA 244 218 0 03 Oct 2023
The Robots are Here: Navigating the Generative AI Revolution in Computing Education James Prather Paul Denny Juho Leinonen Brett A. Becker Ibrahim Albluwi ... Stephen MacNeil Andrew Petersen Raymond Pettit Brent N. Reeves Jaromír Šavelka 227 291 0 01 Oct 2023
Toward Operationalizing Pipeline-aware ML Fairness: A Research Agenda for Developing Practical Guidelines and ToolsConference on Equity and Access in Algorithms, Mechanisms, and Optimization (EAAMO), 2023 Maximilian Schambach Rakshit Naidu Rayid Ghani Kit T. Rodolfa Daniel E. Ho Hoda Heidari FaML 253 22 0 29 Sep 2023
The Surveillance AI Pipeline Pratyusha Kalluri William Agnew Myra Cheng Kentrell Owens Luca Soldaini Abeba Birhane 198 10 0 26 Sep 2023
RAI4IoE: Responsible AI for Enabling the Internet of EnergyInternational Conference on Trust, Privacy and Security in Intelligent Systems and Applications (ICPSISA), 2023 Minhui Xue Surya Nepal Ling Liu Subbu Sethuvenkatraman Xingliang Yuan Carsten Rudolph Ruoxi Sun Greg Eisenhauer 243 6 0 20 Sep 2023
Artificial Intelligence and Aesthetic Judgment Jessica Hullman Ari Holtzman Andrew Gelman 117 4 0 21 Aug 2023
Position: Key Claims in LLM Research Have a Long Tail of FootnotesInternational Conference on Machine Learning (ICML), 2023 Anna Rogers A. Luccioni 411 22 0 14 Aug 2023
Beneficent Intelligence: A Capability Approach to Modeling Benefit, Assistance, and Associated Moral Failures through AI Systems A. London Hoda Heidari 173 26 0 01 Aug 2023
A Sentence is Worth a Thousand Pictures: Can Large Language Models Understand Human Language? G. Marcus Evelina Leivada Elliot Murphy ELM VLM ALM 244 9 0 26 Jul 2023
How do you feel? Measuring User-Perceived Value for Rejecting Machine Decisions in Hate Speech DetectionAAAI/ACM Conference on AI, Ethics, and Society (AIES), 2023 Philippe Lammerts Philip Lippmann Yen-Chia Hsu Fabio Casati Jie Yang 114 0 0 21 Jul 2023
A Holistic Assessment of the Reliability of Machine Learning Systems Anthony Corso David Karamadian Romeo Valentin Mary Cooper Mykel J. Kochenderfer 292 10 0 20 Jul 2023
Techno-Utopians, Scammers, and Bullshitters: The Promise and Peril of Web3 and Blockchain Technologies According to Operators and Venture Capital Investors Amy A. Winecoff J. Lenhard 97 2 0 14 Jul 2023
`It is currently hodgepodge'': Examining AI/ML Practitioners' Challenges during Co-production of Responsible AI ValuesInternational Conference on Human Factors in Computing Systems (CHI), 2023 R. Varanasi Nitesh Goyal 255 56 0 14 Jul 2023
Scaling Laws Do Not ScaleAAAI/ACM Conference on AI, Ethics, and Society (AIES), 2023 Fernando Diaz Michael A. Madaio 313 15 0 05 Jul 2023
Personality Traits in Large Language Models Gregory Serapio-García Mustafa Safdari Clément Crepy Luning Sun Stephen Fitz P. Romero Marwa Abdulhai Aleksandra Faust Maja J. Matarić LM&MA LLMAG 669 175 0 01 Jul 2023
Bring Your Own Data! Self-Supervised Evaluation for Large Language Models Neel Jain Khalid Saifullah Yuxin Wen John Kirchenbauer Manli Shu Aniruddha Saha Micah Goldblum Jonas Geiping Tom Goldstein ALM ELM 239 26 0 23 Jun 2023
Broadening the perspective for sustainable AI: Comprehensive sustainability criteria and indicators for AI systems Friederike Rohde Josephin Wagner A. Meyer Philipp Reinhard Marcus Voss U. Petschow Anne Mollen 160 5 0 22 Jun 2023
Apolitical Intelligence? Auditing Delphi's responses on controversial political issues in the US J. H. Rystrøm 115 0 0 22 Jun 2023
Going public: the role of public participation approaches in commercial AI labsConference on Fairness, Accountability and Transparency (FAccT), 2023 Lara Groves Aidan Peppin A. Strait Jenny Brennan 166 32 0 16 Jun 2023
Lost in Translation: Large Language Models in Non-English Content Analysis Gabriel Nicholas Aliya Bhatia ELM 257 53 0 12 Jun 2023
Investigating Practices and Opportunities for Cross-functional Collaboration around AI Fairness in Industry PracticeConference on Fairness, Accountability and Transparency (FAccT), 2023 Wesley Hanwen Deng Nuri Yildirim Monica Chang Motahhare Eslami Kenneth Holstein Michael A. Madaio 230 57 0 10 Jun 2023
NLPositionality: Characterizing Design Biases of Datasets and ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Sebastin Santy Jenny T Liang Ronan Le Bras Katharina Reinecke Maarten Sap 292 104 0 02 Jun 2023
Stereotypes and Smut: The (Mis)representation of Non-cisgender Identities by Text-to-Image ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Eddie L. Ungless Bjorn Ross Anne Lauscher 163 44 0 26 May 2023
Deep Learning and Ethics Travis LaCroix Simon J. D. Prince FaML 163 0 0 24 May 2023
Voices of Her: Analyzing Gender Differences in the AI Publication World Yiwen Ding Jiarui Liu Zhiheng Lyu Kun Zhang Bernhard Schoelkopf Zhijing Jin Amélie Reymond 72 6 0 24 May 2023
ChatGPT Perpetuates Gender Bias in Machine Translation and Ignores Non-Gendered Pronouns: Findings across Bengali and Five other Low-Resource LanguagesInternational Computing Education Research Workshop (ICER), 2023 Sourojit Ghosh Aylin Caliskan 179 100 0 17 May 2023
The Intended Uses of Automated Fact-Checking Artefacts: Why, How and WhoConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Michael Schlichtkrull N. Ousidhoum Andreas Vlachos 337 23 0 27 Apr 2023
Pythia: A Suite for Analyzing Large Language Models Across Training and ScalingInternational Conference on Machine Learning (ICML), 2023 Stella Biderman Hailey Schoelkopf Quentin G. Anthony Herbie Bradley Kyle O'Brien ... USVSN Sai Prashanth Edward Raff Aviya Skowron Lintang Sutawika Oskar van der Wal 364 1,604 0 03 Apr 2023
Eight Things to Know about Large Language Models Sam Bowman ALM 291 137 0 02 Apr 2023
BloombergGPT: A Large Language Model for Finance Shijie Wu Ozan Irsoy Steven Lu Vadim Dabravolski Mark Dredze Sebastian Gehrmann P. Kambadur David S. Rosenberg Gideon Mann AIFin 610 1,108 0 30 Mar 2023
Ecosystem Graphs: The Social Footprint of Foundation Models Rishi Bommasani Dilara Soylu Thomas I. Liao Kathleen A. Creel Abigail Z. Jacobs MLAU 169 43 0 28 Mar 2023
Right the docs: Characterising voice dataset documentation practices used in machine learningAustralasian Language Technology Association Workshop (ALTA), 2023 Kathy Reid Elizabeth T. Williams 159 2 0 19 Mar 2023
A multidomain relational framework to guide institutional AI research and adoption Vince J. Straub Deborah Morgan Youmna Hashem John Francis Saba Esnaashari Jonathan Bright 179 11 0 17 Mar 2023