Datasheets for Datasets

23 March 2018

Timnit Gebru

Jamie Morgenstern

Briana Vecchione

Jennifer Wortman Vaughan

Papers citing "Datasheets for Datasets"

50 / 966 papers shown

Title
Social Inclusion in Curated Contexts: Insights from Museum Practices Han-yin Huang Cynthia C. S. Liem 17 13 0 10 May 2022
ConfLab: A Data Collection Concept, Dataset, and Benchmark for Machine Analysis of Free-Standing Social Interactions in the Wild Chirag Raman Jose Vargas-Quiros Stephanie Tan Ashraful Islam Ekin Gedik Hayley Hung 11 8 0 10 May 2022
Richer Countries and Richer Representations Kaitlyn Zhou Kawin Ethayarajh Dan Jurafsky 38 9 0 10 May 2022
Problems with Cosine as a Measure of Embedding Similarity for High Frequency Words Kaitlyn Zhou Kawin Ethayarajh Dallas Card Dan Jurafsky 29 65 0 10 May 2022
Should attention be all we need? The epistemic and ethical implications of unification in machine learning N. Fishman Leif Hancox-Li 25 10 0 09 May 2022
Towards a multi-stakeholder value-based assessment framework for algorithmic systems Mireia Yurrita Dave Murray-Rust Agathe Balayn A. Bozzon MLAU 23 29 0 09 May 2022
A Transparency Index Framework for AI in Education Muhammad Ali Chaudhry M. Cukurova R. Luckin 18 23 0 09 May 2022
Transparency, Compliance, And Contestability When Code Is(n't) Law A. Hicks AILaw 14 4 0 08 May 2022
Attract me to Buy: Advertisement Copywriting Generation with Multimodal Multi-structured Information Zhipeng Zhang Xinglin Hou K. Niu Zhongzhen Huang T. Ge Yuning Jiang Qi Wu Peifeng Wang 24 4 0 07 May 2022
Rethinking Fairness: An Interdisciplinary Survey of Critiques of Hegemonic ML Fairness Approaches Lindsay Weinberg FaML SyDa 24 58 0 06 May 2022
Interactive Model Cards: A Human-Centered Approach to Model Documentation Anamaria Crisan Margaret Drouhard Jesse Vig Nazneen Rajani HAI 25 87 0 05 May 2022
REAL ML: Recognizing, Exploring, and Articulating Limitations of Machine Learning Research Jessie J. Smith Saleema Amershi Solon Barocas Hanna M. Wallach J. W. Vaughan 9 30 0 05 May 2022
WDV: A Broad Data Verbalisation Dataset Built from Wikidata Gabriel Amaral Odinaldo Rodrigues Elena Simperl 17 6 0 05 May 2022
Aligning to Social Norms and Values in Interactive Narratives Prithviraj Ammanabrolu Liwei Jiang Maarten Sap Hannaneh Hajishirzi Yejin Choi AI4CE 28 46 0 04 May 2022
Data Governance in the Age of Large-Scale Data-Driven Language Technology Yacine Jernite Huu Nguyen Stella Biderman A. Rogers Maraim Masoud ... Jorg Frohberg Aaron Gokaslan Peter Henderson Rishi Bommasani Margaret Mitchell 18 52 0 04 May 2022
OPT: Open Pre-trained Transformer Language Models Susan Zhang Stephen Roller Naman Goyal Mikel Artetxe Moya Chen ... Daniel Simig Punit Singh Koura Anjali Sridhar Tianlu Wang Luke Zettlemoyer VLM OSLM AI4CE 54 3,486 0 02 May 2022
Flamingo: a Visual Language Model for Few-Shot Learning Jean-Baptiste Alayrac Jeff Donahue Pauline Luc Antoine Miech Iain Barr ... Mikolaj Binkowski Ricardo Barreira Oriol Vinyals Andrew Zisserman Karen Simonyan MLLM VLM 46 3,328 0 29 Apr 2022
Seeing without Looking: Analysis Pipeline for Child Sexual Abuse Datasets Camila Laranjeira João Macedo Sandra Avila J. A. dos Santos 16 17 0 29 Apr 2022
Prescriptive and Descriptive Approaches to Machine-Learning Transparency David Adkins B. Alsallakh Adeel Cheema Narine Kokhlikyan Emily McReynolds Pushkar Mishra Chavez Procope Jeremy Sawruk Erin Wang Polina Zvyagina 8 13 0 27 Apr 2022
CapOnImage: Context-driven Dense-Captioning on Image Yiqi Gao Xinglin Hou Yuanmeng Zhang T. Ge Yuning Jiang Peifeng Wang 25 10 0 27 Apr 2022
Reward Reports for Reinforcement Learning T. Gilbert Nathan Lambert Sarah Dean Tom Zick Aaron J. Snoswell 32 33 0 22 Apr 2022
A Brief Guide to Designing and Evaluating Human-Centered Interactive Machine Learning K. Mathewson P. Pilarski HAI 14 4 0 20 Apr 2022
Sharing and Caring: Creating a Culture of Constructive Criticism in Computational Legal Studies Corinna Coupette D. Hartung AILaw 17 1 0 19 Apr 2022
The Equity Framework: Fairness Beyond Equalized Predictive Outcomes Keziah Naggita J. C. Aguma FaML 17 3 0 18 Apr 2022
Sources of Irreproducibility in Machine Learning: A Review Odd Erik Gundersen Kevin Coakley Christine R. Kirkpatrick Yolanda Gil SyDa 19 33 0 15 Apr 2022
Aspirations and Practice of Model Documentation: Moving the Needle with Nudging and Traceability Avinash Bhat Austin Coursey Grace Hu Sixian Li Nadia Nahar Shurui Zhou Christian Kastner Jin L. C. Guo 35 23 0 13 Apr 2022
Experimental Standards for Deep Learning in Natural Language Processing Research Dennis Ulmer Elisa Bassignana Max Müller-Eberstein Daniel Varab Mike Zhang Rob van der Goot Christian Hardmeier Barbara Plank 19 10 0 13 Apr 2022
Metaethical Perspectives on 'Benchmarking' AI Ethics Travis LaCroix A. Luccioni 25 7 0 11 Apr 2022
Resources for Turkish Natural Language Processing: A critical survey Çağrı Çöltekin A. Seza Doğruöz Özlem Çetinoğlu 8 14 0 11 Apr 2022
A Siren Song of Open Source Reproducibility Edward Raff Andrew L. Farris 16 9 0 09 Apr 2022
Open-Source Tools for Behavioral Video Analysis: Setup, Methods, and Development Kevin Luxem Jennifer J. Sun S. P. Bradley K. Krishnan Eric A. Yttri Jan Zimmermann Talmo D. Pereira M. Laubach 29 35 0 06 Apr 2022
Considerations for Multilingual Wikipedia Research Isaac Johnson Emily A. Lescak 8 3 0 05 Apr 2022
PaLM: Scaling Language Modeling with Pathways Aakanksha Chowdhery Sharan Narang Jacob Devlin Maarten Bosma Gaurav Mishra ... Kathy Meier-Hellstern Douglas Eck J. Dean Slav Petrov Noah Fiedel PILM LRM 83 5,996 0 05 Apr 2022
The Weak Supervision Landscape Rafael Poyiadzi Daniel Bacaicoa-Barber Jesús Cid-Sueiro Miquel Perelló Nieto Peter A. Flach Raúl Santos-Rodríguez 12 5 0 30 Mar 2022
A Prompt Array Keeps the Bias Away: Debiasing Vision-Language Models with Adversarial Learning Hugo Elias Berg S. Hall Yash Bhalgat Wonsuk Yang Hannah Rose Kirk Aleksandar Shtedritski Max Bain VLM 17 99 0 22 Mar 2022
Representation Bias in Data: A Survey on Identification and Resolution Techniques N. Shahbazi Yin Lin Abolfazl Asudeh H. V. Jagadish 37 67 0 22 Mar 2022
Telling Stories from Computational Notebooks: AI-Assisted Presentation Slides Creation for Presenting Data Science Work Chengbo Zheng Dakuo Wang A. Wang Xiaojuan Ma 17 52 0 21 Mar 2022
How Do We Answer Complex Questions: Discourse Structure of Long-form Answers Fangyuan Xu Junyi Jessy Li Eunsol Choi 13 18 0 21 Mar 2022
Whose AI Dream? In search of the aspiration in data annotation Ding-wen Wang Shantanu Prabhat Nithya Sambasivan 168 57 0 21 Mar 2022
The worst of both worlds: A comparative analysis of errors in learning from data in psychology and machine learning Jessica Hullman Sayash Kapoor Priyanka Nanayakkara Andrew Gelman Arvind Narayanan 25 39 0 12 Mar 2022
Model Positionality and Computational Reflexivity: Promoting Reflexivity in Data Science S. Cambo Darren Gergle 15 34 0 08 Mar 2022
SOCIOFILLMORE: A Tool for Discovering Perspectives Gosse Minnema Sara Gemelli C. Zanchi Tommaso Caselli Malvina Nissim 11 8 0 07 Mar 2022
Building and curating conversational corpora for diversity-aware language science and technology Andreas Liesenfeld Mark Dingemanse 21 4 0 07 Mar 2022
Towards a Responsible AI Development Lifecycle: Lessons From Information Security Erick Galinkin SILM 11 6 0 06 Mar 2022
System Cards for AI-Based Decision-Making for Public Policy Furkan Gursoy I. Kakadiaris MLAU 21 14 0 01 Mar 2022
Healthsheet: Development of a Transparency Artifact for Health Datasets Negar Rostamzadeh Diana Mincu Subhrajit Roy A. Smart Lauren Wilcox Mahima Pushkarna Jessica Schrouff Razvan Amironesei Nyalleng Moorosi Katherine A. Heller 37 62 0 26 Feb 2022
The four-fifths rule is not disparate impact: a woeful tale of epistemic trespassing in algorithmic fairness E. A. Watkins Michael McKenna Jiahao Chen 4 30 0 19 Feb 2022
Personalization Trade-offs in Designing a Dialogue-based Information System for Support-Seeking of Sexual Violence Survivors Hyeok Kim Youjin Hwang Jieun Lee Youngjin Kwon Yujin Park Joonhwan Lee 14 4 0 18 Feb 2022
Symphony: Composing Interactive Interfaces for Machine Learning Alex Bäuerle Ángel Alexander Cabrera Fred Hohman Megan Maher Welsh David Koski Xavier Suau Titus Barik Dominik Moritz 16 55 0 18 Feb 2022
Seeing Like a Toolkit: How Toolkits Envision the Work of AI Ethics Richmond Y. Wong Michael A. Madaio Nick Merrill 23 80 0 17 Feb 2022