The Values Encoded in Machine Learning Research

29 June 2021

Papers citing "The Values Encoded in Machine Learning Research"

50 / 127 papers shown

Title
Healthy Distrust in AI systems Benjamin Paaßen Suzana Alpsancar Tobias Matzner Ingrid Scharlau 17 0 0 14 May 2025
Investigating the Capabilities and Limitations of Machine Learning for Identifying Bias in English Language Data with Information and Heritage Professionals Lucy Havens Benjamin Bach Melissa Mhairi Terras Beatrice Alex 44 0 0 01 Apr 2025
The Case for "Thick Evaluations" of Cultural Representation in AI Rida Qadri Mark Díaz Ding Wang Michael Madaio 41 2 0 24 Mar 2025
Designing Speech Technologies for Australian Aboriginal English: Opportunities, Risks and Participation Ben Hutchinson Celeste Rodríguez Louro Glenys Collard Ned Cooper 57 0 0 05 Mar 2025
Automatic Detection of Research Values from Scientific Abstracts Across Computer Science Subfields Hang Jiang Tal August Luca Soldaini Kyle Lo Maria Antoniak 41 0 0 23 Feb 2025
Interrogating LLM design under a fair learning doctrine Johnny Tian-Zheng Wei Maggie Wang Ameya Godbole Jonathan H. Choi Robin Jia 27 0 0 22 Feb 2025
Bridging the Communication Gap: Evaluating AI Labeling Practices for Trustworthy AI Development Raphael Fischer Magdalena Wischnewski Alexander van der Staay Katharina Poitz Christian Janiesch Thomas Liebig 50 0 0 21 Jan 2025
Episodic memory in AI agents poses risks that should be studied and mitigated Chad DeChant 57 2 0 20 Jan 2025
Generative Adversarial Reviews: When LLMs Become the Critic Nicolas Bougie Narimasa Watanabe 74 2 0 09 Dec 2024
Ethical Concern Identification in NLP: A Corpus of ACL Anthology Ethics Statements Antonia Karamolegkou Sandrine Schiller Hansen Ariadni Christopoulou Filippos Stamatiou Anne Lauscher Anders Søgaard 31 0 0 12 Nov 2024
What Makes An Expert? Reviewing How ML Researchers Define "Expert" Mark Díaz Angela D. R. Smith 21 1 0 31 Oct 2024
Benchmark Data Repositories for Better Benchmarking Rachel Longjohn Markelle Kelly Sameer Singh Padhraic Smyth 41 0 0 31 Oct 2024
Troubling Taxonomies in GenAI Evaluation Glen Berman Ned Cooper Wesley Hanwen Deng Ben Hutchinson 41 0 0 30 Oct 2024
From Silos to Systems: Process-Oriented Hazard Analysis for AI Systems Shalaleh Rismani Roel Dobbe AJung Moon 24 1 0 29 Oct 2024
Revisiting Technical Bias Mitigation Strategies Abdoul Jalil Djiberou Mahamadou Artem A. Trotsyuk 26 0 0 22 Oct 2024
Ethics Whitepaper: Whitepaper on Ethical Research into Large Language Models Eddie L. Ungless Nikolas Vitsakis Zeerak Talat James Garforth Bjorn Ross Arno Onken Atoosa Kasirzadeh Alexandra Birch 28 1 0 17 Oct 2024
Sound Check: Auditing Audio Datasets William Agnew Julia Barnett Annie Chu Rachel Hong Michael Feffer Robin Netzorg Harry H. Jiang Ezra Awumey Sauvik Das 39 1 0 17 Oct 2024
Exposing Assumptions in AI Benchmarks through Cognitive Modelling Jonathan H. Rystrøm Kenneth C. Enevoldsen 32 0 0 25 Sep 2024
A quest through interconnected datasets: lessons from highly-cited ICASSP papers Cynthia C. S. Liem Doğa Taşcılar Andrew M. Demetriou 17 0 0 19 Sep 2024
Report Cards: Qualitative Evaluation of Language Models Using Natural Language Summaries Blair Yang Fuyang Cui Keiran Paster Jimmy Ba Pashootan Vaezipoor Silviu Pitis Michael Ruogu Zhang 18 1 0 01 Sep 2024
On Tables with Numbers, with Numbers Konstantinos Kogkalidis S. Chatzikyriakidis LMTD 24 0 0 12 Aug 2024
The Implications of Open Generative Models in Human-Centered Data Science Work: A Case Study with Fact-Checking Organizations Robert Wolfe Tanushree Mitra 38 1 0 04 Aug 2024
Surveys Considered Harmful? Reflecting on the Use of Surveys in AI Research, Development, and Governance Mohammmad Tahaei Daricia Wilkinson Alisa Frik Chi Lok Yu Ruba Abu-Salma Lauren Wilcox 38 3 0 26 Jul 2024
Articulation Work and Tinkering for Fairness in Machine Learning Miriam Fahimi Mayra Russo Kristen M. Scott Maria-Esther Vidal Bettina Berendt K. Kinder-Kurlanda FaML 16 0 0 23 Jul 2024
Large Models of What? Mistaking Engineering Achievements for Human Linguistic Agency Abeba Birhane Marek McGann 16 7 0 11 Jul 2024
Position: Measure Dataset Diversity, Don't Just Claim It Dora Zhao Jerone T. A. Andrews Orestis Papakyriakopoulos Alice Xiang 64 14 0 11 Jul 2024
Collective Constitutional AI: Aligning a Language Model with Public Input Saffron Huang Divya Siddarth Liane Lovitt Thomas I. Liao Esin Durmus Alex Tamkin Deep Ganguli ELM 59 70 0 12 Jun 2024
Just Because We Camp, Doesn't Mean We Should: The Ethics of Modelling Queer Voices A. Sigurgeirsson Eddie L. Ungless 31 2 0 11 Jun 2024
A Taxonomy of Challenges to Curating Fair Datasets Dora Zhao M. Scheuerman Pooja Chitre Jerone T. A. Andrews Georgia Panagiotidou Shawn Walker Kathleen H. Pine Alice Xiang 39 2 0 10 Jun 2024
Stop! In the Name of Flaws: Disentangling Personal Names and Sociodemographic Attributes in NLP Vagrant Gautam Arjun Subramonian Anne Lauscher O. Keyes 32 6 0 27 May 2024
Laboratory-Scale AI: Open-Weight Models are Competitive with ChatGPT Even in Low-Resource Settings Robert Wolfe Isaac Slaughter Bin Han Bingbing Wen Yiwei Yang ... Bernease Herman E. Brown Zening Qu Nicholas Weber Bill Howe 27 4 0 27 May 2024
The Impact and Opportunities of Generative AI in Fact-Checking Robert Wolfe Tanushree Mitra 32 13 0 24 May 2024
Sociotechnical Implications of Generative Artificial Intelligence for Information Access Bhaskar Mitra Henriette Cramer Olya Gurevich 42 2 0 19 May 2024
Who's in and who's out? A case study of multimodal CLIP-filtering in DataComp Rachel Hong William Agnew Tadayoshi Kohno Jamie Morgenstern 27 9 0 13 May 2024
From Model Performance to Claim: How a Change of Focus in Machine Learning Replicability Can Help Bridge the Responsibility Gap Tianqi Kou 32 0 0 19 Apr 2024
Characterizing and modeling harms from interactions with design patterns in AI interfaces Lujain Ibrahim Luc Rocher Ana Valdivia 32 4 0 17 Apr 2024
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 34 8 0 26 Mar 2024
Mapping the Ethics of Generative AI: A Comprehensive Scoping Review Thilo Hagendorff 21 35 0 13 Feb 2024
Towards Equitable Agile Research and Development of AI and Robotics Andrew Hundt Julia Schuller Severin Kacianka 17 0 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 31 8 0 09 Feb 2024
Position: Stop Making Unscientific AGI Performance Claims Patrick Altmeyer Andrew M. Demetriou Antony Bartlett Cynthia C. S. Liem 26 3 0 06 Feb 2024
Black-Box Access is Insufficient for Rigorous AI Audits Stephen Casper Carson Ezell Charlotte Siegmann Noam Kolt Taylor Lynn Curtis ... Michael Gerovitch David Bau Max Tegmark David M. Krueger Dylan Hadfield-Menell AAML 17 76 0 25 Jan 2024
Towards a Non-Ideal Methodological Framework for Responsible ML Ramaravind Kommiya Mothilal Shion Guha Syed Ishtiaque Ahmed 40 7 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 32 1 0 20 Dec 2023
Disentangling Perceptions of Offensiveness: Cultural and Moral Correlates Aida Mostafazadeh Davani Mark Díaz Dylan K. Baker Vinodkumar Prabhakaran AAML 23 14 0 11 Dec 2023
A Material Lens on Coloniality in NLP William B. Held Camille Harris Michael Best Diyi Yang 20 11 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 21 7 0 09 Nov 2023
OpenForest: A data catalogue for machine learning in forest monitoring Arthur Ouaknine T. Kattenborn Etienne Laliberté David Rolnick 43 5 0 01 Nov 2023
Moral Foundations of Large Language Models Marwa Abdulhai Gregory Serapio-Garcia Clément Crepy Daria Valter John Canny Natasha Jaques LRM 59 42 0 23 Oct 2023
The Law and NLP: Bridging Disciplinary Disconnects Robert Mahari Dominik Stammbach Elliott Ash Alex Pentland AILaw 22 7 0 22 Oct 2023