The Values Encoded in Machine Learning Research

29 June 2021

Papers citing "The Values Encoded in Machine Learning Research"

50 / 127 papers shown

Title
The Quo Vadis of the Relationship between Language and Large Language Models Evelina Leivada Vittoria Dentella Elliot Murphy 22 3 0 17 Oct 2023
To Build Our Future, We Must Know Our Past: Contextualizing Paradigm Shifts in Natural Language Processing Sireesh Gururaja Amanda Bertsch Clara Na D. Widder Emma Strubell 27 3 0 11 Oct 2023
Dynamic value alignment through preference aggregation of multiple objectives Marcin Korecki Damian Dailisan Cesare Carissimo 28 0 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 40 125 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 36 193 0 01 Oct 2023
Toward Operationalizing Pipeline-aware ML Fairness: A Research Agenda for Developing Practical Guidelines and Tools Maximilian Schambach Rakshit Naidu Rayid Ghani Kit T. Rodolfa Daniel E. Ho Hoda Heidari FaML 35 14 0 29 Sep 2023
The Surveillance AI Pipeline Pratyusha Kalluri William Agnew Myra Cheng Kentrell Owens Luca Soldaini Abeba Birhane 11 6 0 26 Sep 2023
RAI4IoE: Responsible AI for Enabling the Internet of Energy Minhui Xue Surya Nepal Ling Liu Subbu Sethuvenkatraman Xingliang Yuan Carsten Rudolph Ruoxi Sun Greg Eisenhauer 21 4 0 20 Sep 2023
Artificial Intelligence and Aesthetic Judgment Jessica Hullman Ari Holtzman Andrew Gelman 15 3 0 21 Aug 2023
Position: Key Claims in LLM Research Have a Long Tail of Footnotes Anna Rogers A. Luccioni 40 19 0 14 Aug 2023
Beneficent Intelligence: A Capability Approach to Modeling Benefit, Assistance, and Associated Moral Failures through AI Systems A. London Hoda Heidari 9 12 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 19 3 0 26 Jul 2023
How do you feel? Measuring User-Perceived Value for Rejecting Machine Decisions in Hate Speech Detection Philippe Lammerts Philip Lippmann Yen-Chia Hsu Fabio Casati Jie Yang 23 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 28 6 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 13 0 0 14 Jul 2023
`It is currently hodgepodge'': Examining AI/ML Practitioners' Challenges during Co-production of Responsible AI Values R. Varanasi Nitesh Goyal 26 46 0 14 Jul 2023
Scaling Laws Do Not Scale Fernando Diaz Michael A. Madaio 23 8 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 58 119 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 22 23 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 8 2 0 22 Jun 2023
Apolitical Intelligence? Auditing Delphi's responses on controversial political issues in the US J. H. Rystrøm 11 0 0 22 Jun 2023
Going public: the role of public participation approaches in commercial AI labs Lara Groves Aidan Peppin A. Strait Jenny Brennan 15 26 0 16 Jun 2023
Lost in Translation: Large Language Models in Non-English Content Analysis Gabriel Nicholas Aliya Bhatia ELM 13 34 0 12 Jun 2023
Investigating Practices and Opportunities for Cross-functional Collaboration around AI Fairness in Industry Practice Wesley Hanwen Deng Nuri Yildirim Monica Chang Motahhare Eslami Kenneth Holstein Michael A. Madaio 29 43 0 10 Jun 2023
NLPositionality: Characterizing Design Biases of Datasets and Models Sebastin Santy Jenny T Liang Ronan Le Bras Katharina Reinecke Maarten Sap 30 77 0 02 Jun 2023
Stereotypes and Smut: The (Mis)representation of Non-cisgender Identities by Text-to-Image Models Eddie L. Ungless Bjorn Ross Anne Lauscher 22 32 0 26 May 2023
Deep Learning and Ethics Travis LaCroix Simon J. D. Prince FaML 24 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 Rada Mihalcea 20 3 0 24 May 2023
ChatGPT Perpetuates Gender Bias in Machine Translation and Ignores Non-Gendered Pronouns: Findings across Bengali and Five other Low-Resource Languages Sourojit Ghosh Aylin Caliskan 33 69 0 17 May 2023
The Intended Uses of Automated Fact-Checking Artefacts: Why, How and Who M. Schlichtkrull N. Ousidhoum Andreas Vlachos 117 17 0 27 Apr 2023
Pythia: A Suite for Analyzing Large Language Models Across Training and Scaling 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 30 1,165 0 03 Apr 2023
Eight Things to Know about Large Language Models Sam Bowman ALM 20 113 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 66 785 0 30 Mar 2023
Ecosystem Graphs: The Social Footprint of Foundation Models Rishi Bommasani Dilara Soylu Thomas I. Liao Kathleen A. Creel Percy Liang MLAU 27 32 0 28 Mar 2023
Right the docs: Characterising voice dataset documentation practices used in machine learning Kathy Reid Elizabeth T. Williams 14 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 18 8 0 17 Mar 2023
The BigScience ROOTS Corpus: A 1.6TB Composite Multilingual Dataset Hugo Laurenccon Lucile Saulnier Thomas Wang Christopher Akiki Albert Villanova del Moral ... Violette Lepercq Suzana Ilić Margaret Mitchell Sasha Luccioni Yacine Jernite AI4CE AILaw 36 163 0 07 Mar 2023
A toolkit of dilemmas: Beyond debiasing and fairness formulas for responsible AI/ML Andrés Domínguez Hernández Vassilis Galanos 14 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 25 5 0 16 Feb 2023
Rethinking "Risk" in Algorithmic Systems Through A Computational Narrative Analysis of Casenotes in Child-Welfare Devansh Saxena Erin Moon Aryan Chaurasia Yixin Guan Shion Guha 20 26 0 16 Feb 2023
Counting Carbon: A Survey of Factors Influencing the Emissions of Machine Learning A. Luccioni Alex Hernandez-Garcia 24 45 0 16 Feb 2023
AI and Core Electoral Processes: Mapping the Horizons Deepak P Stanley Simoes Muiris Maccarthaigh 16 3 0 07 Feb 2023
The Gradient of Generative AI Release: Methods and Considerations Irene Solaiman 19 98 0 05 Feb 2023
Fairness and Sequential Decision Making: Limits, Lessons, and Opportunities Samer B. Nashed Justin Svegliato Su Lin Blodgett FaML 30 6 0 13 Jan 2023
How Data Scientists Review the Scholarly Literature Sheshera Mysore Mahmood Jasim Haoru Song Sarah Akbar Andre Kenneth Chase Randall Narges Mahyar AI4CE 21 8 0 10 Jan 2023
Evaluation for Change Rishi Bommasani ELM 38 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 26 2 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 24 6 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 89 2,306 0 09 Nov 2022
Artificial intelligence in government: Concepts, standards, and a unified framework Vince J. Straub Deborah Morgan Jonathan Bright Helen Z. Margetts AI4TS 30 30 0 31 Oct 2022