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
LMPriors: Pre-Trained Language Models as Task-Specific Priors Kristy Choi Chris Cundy Sanjari Srivastava Stefano Ermon BDL 56 36 0 22 Oct 2022
DiscoSense: Commonsense Reasoning with Discourse Connectives Prajjwal Bhargava Vincent Ng LRM 143 4 0 22 Oct 2022
Trustworthy Human Computation: A Survey H. Kashima S. Oyama Hiromi Arai Junichiro Mori 22 0 0 22 Oct 2022
TCAB: A Large-Scale Text Classification Attack Benchmark Kalyani Asthana Zhouhang Xie Wencong You Adam Noack Jonathan Brophy Sameer Singh Daniel Lowd 27 3 0 21 Oct 2022
Men Also Do Laundry: Multi-Attribute Bias Amplification Dora Zhao Jerone T. A. Andrews Alice Xiang FaML 33 20 0 21 Oct 2022
Breaking Bad: A Dataset for Geometric Fracture and Reassembly Silvia Sellán Yun-Chun Chen Ziyi Wu Animesh Garg Alec Jacobson 20 31 0 20 Oct 2022
VTC: Improving Video-Text Retrieval with User Comments Laura Hanu James Thewlis Yuki M. Asano Christian Rupprecht VGen 21 7 0 19 Oct 2022
Revision Transformers: Instructing Language Models to Change their Values Felix Friedrich Wolfgang Stammer P. Schramowski Kristian Kersting KELM 30 6 0 19 Oct 2022
A.I. Robustness: a Human-Centered Perspective on Technological Challenges and Opportunities Andrea Tocchetti Lorenzo Corti Agathe Balayn Mireia Yurrita Philip Lippmann Marco Brambilla Jie-jin Yang 19 10 0 17 Oct 2022
BLOX: Macro Neural Architecture Search Benchmark and Algorithms Thomas C. P. Chau L. Dudziak Hongkai Wen Nicholas D. Lane Mohamed S. Abdelfattah 24 13 0 13 Oct 2022
Best Practices in the Creation and Use of Emotion Lexicons Saif M. Mohammad 14 17 0 13 Oct 2022
ezCoref: Towards Unifying Annotation Guidelines for Coreference Resolution Ankita Gupta Marzena Karpinska Wenlong Zhao Kalpesh Krishna Jack Merullo Luke Yeh Mohit Iyyer Brendan T. O'Connor 11 5 0 13 Oct 2022
What's in a Decade? Transforming Faces Through Time Eric Chen Jin Sun Apoorv Khandelwal Dani Lischinski Noah Snavely Hadar Averbuch-Elor 36 7 0 13 Oct 2022
Fighting FIRe with FIRE: Assessing the Validity of Text-to-Video Retrieval Benchmarks Pedro Rodriguez Mahmoud Azab Becka Silvert Renato Sanchez Linzy Labson Hardik Shah Seungwhan Moon 39 1 0 10 Oct 2022
The Lifecycle of "Facts": A Survey of Social Bias in Knowledge Graphs Angelie Kraft Ricardo Usbeck KELM 27 9 0 07 Oct 2022
The Ethical Risks of Analyzing Crisis Events on Social Media with Machine Learning Angelie Kraft Ricardo Usbeck 14 4 0 07 Oct 2022
NAS-Bench-Suite-Zero: Accelerating Research on Zero Cost Proxies Arjun Krishnakumar Colin White Arber Zela Renbo Tu Mahmoud Safari Frank Hutter 44 40 0 06 Oct 2022
State-of-the-art generalisation research in NLP: A taxonomy and review Dieuwke Hupkes Mario Giulianelli Verna Dankers Mikel Artetxe Yanai Elazar ... Leila Khalatbari Maria Ryskina Rita Frieske Ryan Cotterell Zhijing Jin 114 93 0 06 Oct 2022
Representing Marginalized Populations: Challenges in Anthropographics Priya Dhawka H. He Wesley Willett 11 2 0 06 Oct 2022
From plane crashes to algorithmic harm: applicability of safety engineering frameworks for responsible ML Shalaleh Rismani Renee Shelby A. Smart Edgar W. Jatho Joshua A. Kroll AJung Moon Negar Rostamzadeh 37 36 0 06 Oct 2022
Addressing contingency in algorithmic (mis)information classification: Toward a responsible machine learning agenda Andrés Domínguez Hernández Richard Owen Dan Saattrup Nielsen Ryan McConville 20 7 0 05 Oct 2022
Text Characterization Toolkit Daniel Simig Tianlu Wang Verna Dankers Peter Henderson Khuyagbaatar Batsuren Dieuwke Hupkes Mona T. Diab 26 0 0 04 Oct 2022
MBW: Multi-view Bootstrapping in the Wild Mosam Dabhi Chaoyang Wang Tim Clifford László A. Jeni Ian R. Fasel Simon Lucey 28 2 0 04 Oct 2022
Evaluate & Evaluation on the Hub: Better Best Practices for Data and Model Measurements Leandro von Werra Lewis Tunstall A. Thakur A. Luccioni Tristan Thrush ... Julien Chaumond Margaret Mitchell Alexander M. Rush Thomas Wolf Douwe Kiela ELM 21 24 0 30 Sep 2022
Implementing and Experimenting with Diffusion Models for Text-to-Image Generation Robin Zbinden 25 3 0 22 Sep 2022
Reflections and Considerations on Running Creative Visualization Learning Activities Jonathan C. Roberts Benjamin Bach Magdalena Boucher Fanny Chevalier A. Diehl ... Isabel Meirelles Rebecca Noonan L. Pelchmann Fateme Rajabiyazdi C. Stoiber VLM AI4CE 19 8 0 20 Sep 2022
Dislocated Accountabilities in the AI Supply Chain: Modularity and Developers' Notions of Responsibility D. Widder D. Nafus 30 70 0 20 Sep 2022
FACT: Learning Governing Abstractions Behind Integer Sequences Peter Belcak Ard Kastrati Flavio Schenker Roger Wattenhofer 33 5 0 20 Sep 2022
Documenting use cases in the affective computing domain using Unified Modeling Language Isabelle Hupont Emilia Gómez 21 3 0 19 Sep 2022
HAPI: A Large-scale Longitudinal Dataset of Commercial ML API Predictions Lingjiao Chen Zhihua Jin Sabri Eyuboglu Christopher Ré Matei A. Zaharia James Y. Zou 45 9 0 18 Sep 2022
FairGBM: Gradient Boosting with Fairness Constraints André F. Cruz Catarina Belém Sérgio Jesus Joao Bravo Pedro Saleiro P. Bizarro 21 22 0 16 Sep 2022
PaLI: A Jointly-Scaled Multilingual Language-Image Model Xi Chen Xiao Wang Soravit Changpinyo A. Piergiovanni Piotr Padlewski ... Andreas Steiner A. Angelova Xiaohua Zhai N. Houlsby Radu Soricut MLLM VLM 37 682 0 14 Sep 2022
Responsible AI Pattern Catalogue: A Collection of Best Practices for AI Governance and Engineering Qinghua Lu Liming Zhu Xiwei Xu Jon Whittle Didar Zowghi Aurelie Jacquet AI4TS 41 56 0 12 Sep 2022
Evaluating Temporal Patterns in Applied Infant Affect Recognition Allen Chang Lauren Klein Marcelo R. Rosales Weiyang Deng Beth A. Smith Maja J. Matarić 19 0 0 07 Sep 2022
Explaining Machine Learning Models in Natural Conversations: Towards a Conversational XAI Agent Van Bach Nguyen Jorg Schlotterer C. Seifert AILaw 23 11 0 06 Sep 2022
MIME: Minority Inclusion for Majority Group Enhancement of AI Performance Pradyumna Chari Yunhao Ba Shreeram S. Athreya A. Kadambi 24 3 0 01 Sep 2022
Efficient Methods for Natural Language Processing: A Survey Marcos Vinícius Treviso Ji-Ung Lee Tianchu Ji Betty van Aken Qingqing Cao ... Emma Strubell Niranjan Balasubramanian Leon Derczynski Iryna Gurevych Roy Schwartz 28 109 0 31 Aug 2022
Towards Benchmarking Explainable Artificial Intelligence Methods Lars Holmberg 9 4 0 25 Aug 2022
Red Teaming Language Models to Reduce Harms: Methods, Scaling Behaviors, and Lessons Learned Deep Ganguli Liane Lovitt John Kernion Amanda Askell Yuntao Bai ... Nicholas Joseph Sam McCandlish C. Olah Jared Kaplan Jack Clark 225 443 0 23 Aug 2022
MultiPL-E: A Scalable and Extensible Approach to Benchmarking Neural Code Generation Federico Cassano John Gouwar Daniel Nguyen S. Nguyen Luna Phipps-Costin ... Carolyn Jane Anderson Molly Q. Feldman Arjun Guha Michael Greenberg Abhinav Jangda ELM 22 81 0 17 Aug 2022
ShortcutLens: A Visual Analytics Approach for Exploring Shortcuts in Natural Language Understanding Dataset Zhihua Jin Xingbo Wang Furui Cheng Chunhui Sun Qun Liu Huamin Qu 32 9 0 17 Aug 2022
Ex-Ante Assessment of Discrimination in Dataset Jonathan Vasquez Verdugo Xavier Gitiaux Huzefa Rangwala 23 0 0 16 Aug 2022
Imputation Strategies Under Clinical Presence: Impact on Algorithmic Fairness Vincent Jeanselme Maria De-Arteaga Zhe Zhang Jessica Barrett Brian D. M. Tom FaML 35 11 0 13 Aug 2022
A Comprehensive Survey of Natural Language Generation Advances from the Perspective of Digital Deception Keenan I. Jones Enes ALTUNCU V. N. Franqueira Yi-Chia Wang Shujun Li DeLMO 34 3 0 11 Aug 2022
Development and Validation of ML-DQA -- a Machine Learning Data Quality Assurance Framework for Healthcare M. Sendak Gaurav Sirdeshmukh Timothy N. Ochoa Hayley Premo Linda Tang ... M. Nichols Bradley Heintze William S Knechtle W. Ratliff S. Balu 11 6 0 04 Aug 2022
The BUTTER Zone: An Empirical Study of Training Dynamics in Fully Connected Neural Networks Charles Edison Tripp J. Perr-Sauer L. Hayne M. Lunacek Jamil Gafur AI4CE 21 0 0 25 Jul 2022
MABe22: A Multi-Species Multi-Task Benchmark for Learned Representations of Behavior Jennifer J. Sun Markus Marks Andrew Ulmer Dipam Chakraborty Brian Geuther ... Joseph Parker Pietro Perona Yisong Yue K. Branson Ann Kennedy 14 9 0 21 Jul 2022
Measuring and signing fairness as performance under multiple stakeholder distributions David Lopez-Paz Diane Bouchacourt Levent Sagun Nicolas Usunier 24 7 0 20 Jul 2022
Labeling instructions matter in biomedical image analysis Tim Radsch Annika Reinke V. Weru M. Tizabi Nicholas Schreck A. Emre Kavur Bunyamin Pekdemir T. Ross A. Kopp-Schneider Lena Maier-Hein 25 53 0 20 Jul 2022
Overlooked factors in concept-based explanations: Dataset choice, concept learnability, and human capability V. V. Ramaswamy Sunnie S. Y. Kim Ruth C. Fong Olga Russakovsky FAtt 22 27 0 20 Jul 2022