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
Realistic Synthetic Financial Transactions for Anti-Money Laundering Models Erik Altman Jovan Blanuvsa Luc von Niederhäusern Béni Egressy Andreea Anghel Kubilay Atasu 42 37 0 22 Jun 2023
Towards Regulatable AI Systems: Technical Gaps and Policy Opportunities Xudong Shen H. Brown Jiashu Tao Martin Strobel Yao Tong Akshay Narayan Harold Soh Finale Doshi-Velez 27 3 0 22 Jun 2023
VisoGender: A dataset for benchmarking gender bias in image-text pronoun resolution S. Hall F. G. Abrantes Hanwen Zhu Grace A. Sodunke Aleksandar Shtedritski Hannah Rose Kirk CoGe 21 39 0 21 Jun 2023
Benchmark data to study the influence of pre-training on explanation performance in MR image classification Marta Oliveira Rick Wilming Benedict Clark Céline Budding Fabian Eitel K. Ritter Stefan Haufe 16 1 0 21 Jun 2023
An Overview of Catastrophic AI Risks Dan Hendrycks Mantas Mazeika Thomas Woodside SILM 26 165 0 21 Jun 2023
Event Stream GPT: A Data Pre-processing and Modeling Library for Generative, Pre-trained Transformers over Continuous-time Sequences of Complex Events Matthew B. A. McDermott Bret A. Nestor Peniel Argaw I. Kohane AI4TS 24 21 0 20 Jun 2023
Quilt-1M: One Million Image-Text Pairs for Histopathology Wisdom O. Ikezogwo M. S. Seyfioglu Fatemeh Ghezloo Dylan Stefan Chan Geva Fatwir Sheikh Mohammed Pavan Kumar Anand Ranjay Krishna Linda G. Shapiro CLIP VLM 139 114 0 20 Jun 2023
CompanyKG: A Large-Scale Heterogeneous Graph for Company Similarity Quantification Le-le Cao Vilhelm von Ehrenheim Mark Granroth-Wilding Richard Anselmo Stahl Andrew McCornack Armin Catovic Dhiana Deva Cavalcanti Rocha 35 3 0 18 Jun 2023
The Importance of Human-Labeled Data in the Era of LLMs Yang Liu ALM 17 8 0 18 Jun 2023
Reproducibility in NLP: What Have We Learned from the Checklist? Ian H. Magnusson Noah A. Smith Jesse Dodge 20 11 0 16 Jun 2023
STARSS23: An Audio-Visual Dataset of Spatial Recordings of Real Scenes with Spatiotemporal Annotations of Sound Events Kazuki Shimada A. Politis Parthasaarathy Sudarsanam D. Krause Kengo Uchida ... Yuichiro Koyama Naoya Takahashi Shusuke Takahashi Tuomas Virtanen Yuki Mitsufuji 63 36 0 15 Jun 2023
Dissecting Multimodality in VideoQA Transformer Models by Impairing Modality Fusion Isha Rawal Alexander Matyasko Shantanu Jaiswal Basura Fernando Cheston Tan 21 1 0 15 Jun 2023
LargeST: A Benchmark Dataset for Large-Scale Traffic Forecasting Xu Liu Yutong Xia Yuxuan Liang Junfeng Hu Yiwei Wang Lei Bai Chaoqin Huang Zhenguang Liu Bryan Hooi Roger Zimmermann AI4TS 14 64 0 14 Jun 2023
V-LoL: A Diagnostic Dataset for Visual Logical Learning Lukas Helff Wolfgang Stammer Hikaru Shindo D. Dhami Kristian Kersting NAI 19 3 0 13 Jun 2023
Unraveling the Interconnected Axes of Heterogeneity in Machine Learning for Democratic and Inclusive Advancements Maryam Molamohammadi Afaf Taik Nicolas Le Roux G. Farnadi 29 1 0 11 Jun 2023
Evaluating the Social Impact of Generative AI Systems in Systems and Society Irene Solaiman Zeerak Talat William Agnew Lama Ahmad Dylan K. Baker ... Marie-Therese Png Shubham Singh A. Strait Lukas Struppek Arjun Subramonian ELM EGVM 31 104 0 09 Jun 2023
AircraftVerse: A Large-Scale Multimodal Dataset of Aerial Vehicle Designs Adam D. Cobb Anirban Roy Daniel Elenius F. M. Heim Brian Swenson ... Theodore Bapty Joseph Hite K. Ramani Christopher McComb Susmit Jha 20 7 0 08 Jun 2023
Explainable Predictive Maintenance Sepideh Pashami Sławomir Nowaczyk Yuantao Fan Jakub Jakubowski Nuno Paiva ... Bruno Veloso M. Sayed-Mouchaweh L. Rajaoarisoa Grzegorz J. Nalepa João Gama 32 8 0 08 Jun 2023
MMSum: A Dataset for Multimodal Summarization and Thumbnail Generation of Videos Jielin Qiu Jiacheng Zhu William Jongwon Han Aditesh Kumar Karthik Mittal ... Linjie Li Jianfeng Wang Ding Zhao Bo Li Lijuan Wang VGen 16 5 0 07 Jun 2023
Art and the science of generative AI: A deeper dive Ziv Epstein Aaron Hertzmann L. Herman Robert Mahari M. Frank ... Jessica Fjeld Hany Farid Neil Leach Alex Pentland Olga Russakovsky 23 291 0 07 Jun 2023
Applying Standards to Advance Upstream & Downstream Ethics in Large Language Models Jose Berengueres Marybeth Sandell 27 0 0 06 Jun 2023
AVIDa-hIL6: A Large-Scale VHH Dataset Produced from an Immunized Alpaca for Predicting Antigen-Antibody Interactions Hirofumi Tsuruta Hiroyuki Yamazaki R. Maeda Ryotaro Tamura Jennifer Wei ... Poomarin Phloyphisut H. Shimokawa J. Ledsam Lucy J. Colwell Akihiro Imura 11 7 0 06 Jun 2023
AHA!: Facilitating AI Impact Assessment by Generating Examples of Harms Zana Buçinca Chau Minh Pham Maurice Jakesch Marco Tulio Ribeiro Alexandra Olteanu Saleema Amershi 25 35 0 05 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
AI Transparency in the Age of LLMs: A Human-Centered Research Roadmap Q. V. Liao J. Vaughan 38 158 0 02 Jun 2023
Multilingual Conceptual Coverage in Text-to-Image Models Michael Stephen Saxon William Yang Wang EGVM 24 8 0 02 Jun 2023
The RefinedWeb Dataset for Falcon LLM: Outperforming Curated Corpora with Web Data, and Web Data Only Guilherme Penedo Quentin Malartic Daniel Hesslow Ruxandra-Aimée Cojocaru Alessandro Cappelli Hamza Alobeidli B. Pannier Ebtesam Almazrouei Julien Launay 27 749 0 01 Jun 2023
Mitigating Inappropriateness in Image Generation: Can there be Value in Reflecting the World's Ugliness? Manuel Brack Felix Friedrich P. Schramowski Kristian Kersting EGVM 18 13 0 28 May 2023
Optimization's Neglected Normative Commitments Benjamin Laufer T. Gilbert Helen Nissenbaum OffRL 21 4 0 27 May 2023
On Degrees of Freedom in Defining and Testing Natural Language Understanding Saku Sugawara S. Tsugita ELM 26 1 0 24 May 2023
TalkUp: Paving the Way for Understanding Empowering Language Lucille Njoo Chan Young Park Octavia Stappart Marvin Thielk Yi Chu Yulia Tsvetkov 16 3 0 23 May 2023
PaLM 2 Technical Report Rohan Anil Andrew M. Dai Orhan Firat Melvin Johnson Dmitry Lepikhin ... Ce Zheng Wei Zhou Denny Zhou Slav Petrov Yonghui Wu ReLM LRM 86 1,147 0 17 May 2023
ConvXAI: Delivering Heterogeneous AI Explanations via Conversations to Support Human-AI Scientific Writing Hua Shen Huang Chieh-Yang Tongshuang Wu Ting-Hao 'Kenneth' Huang 23 37 0 16 May 2023
It Takes Two to Tango: Navigating Conceptualizations of NLP Tasks and Measurements of Performance Arjun Subramonian Xingdi Yuan Hal Daumé Su Lin Blodgett 39 17 0 15 May 2023
DATED: Guidelines for Creating Synthetic Datasets for Engineering Design Applications Cyril Picard Jürg Schiffmann Faez Ahmed 32 8 0 15 May 2023
PMIndiaSum: Multilingual and Cross-lingual Headline Summarization for Languages in India Ashok Urlana Pinzhen Chen Zheng Zhao Shay B. Cohen Manish Shrivastava Barry Haddow 29 9 0 15 May 2023
Certification Labels for Trustworthy AI: Insights From an Empirical Mixed-Method Study Nicolas Scharowski Michaela Benk S. J. Kühne Léane Wettstein Florian Brühlmann 30 12 0 15 May 2023
What's the Meaning of Superhuman Performance in Today's NLU? Simone Tedeschi Johan Bos T. Declerck Jan Hajic Daniel Hershcovich ... Simon Krek Steven Schockaert Rico Sennrich Ekaterina Shutova Roberto Navigli ELM LM&MA VLM ReLM LRM 34 26 0 15 May 2023
The Ethics of AI in Games Dávid Melhárt Julian Togelius Benedikte Mikkelsen Christoffer Holmgård Georgios N. Yannakakis 25 24 0 12 May 2023
Vārta: A Large-Scale Headline-Generation Dataset for Indic Languages Rahul Aralikatte Ziling Cheng Sumanth Doddapaneni Jackie C.K. Cheung 40 8 0 10 May 2023
When Do Neural Nets Outperform Boosted Trees on Tabular Data? Duncan C. McElfresh Sujay Khandagale Jonathan Valverde C. VishakPrasad Ben Feuer Chinmay Hegde Ganesh Ramakrishnan Micah Goldblum Colin White LMTD 26 130 0 04 May 2023
AutoML-GPT: Automatic Machine Learning with GPT Shujian Zhang Chengyue Gong Lemeng Wu Xingchao Liu Mi Zhou LLMAG 61 60 0 04 May 2023
Judgment Sieve: Reducing Uncertainty in Group Judgments through Interventions Targeting Ambiguity versus Disagreement Quan Ze Chen Amy X. Zhang 32 7 0 02 May 2023
SoK: Log Based Transparency Enhancing Technologies A. Hicks 26 1 0 02 May 2023
Racial Bias within Face Recognition: A Survey Seyma Yucer Furkan Tektas Noura Al Moubayed T. Breckon FaML 38 10 0 01 May 2023
Generating Process-Centric Explanations to Enable Contestability in Algorithmic Decision-Making: Challenges and Opportunities Mireia Yurrita Agathe Balayn U. Gadiraju 26 2 0 01 May 2023
Speak, Memory: An Archaeology of Books Known to ChatGPT/GPT-4 Kent K. Chang Mackenzie Cramer Sandeep Soni David Bamman RALM 145 111 0 28 Apr 2023
Understanding accountability in algorithmic supply chains Jennifer Cobbe Michael Veale Jatinder Singh 50 60 0 28 Apr 2023
A Group-Specific Approach to NLP for Hate Speech Detection Karina Halevy 10 1 0 21 Apr 2023
Auditing and Generating Synthetic Data with Controllable Trust Trade-offs Brian M. Belgodere Pierre L. Dognin Adam Ivankay Igor Melnyk Youssef Mroueh ... Mattia Rigotti Jerret Ross Yair Schiff Radhika Vedpathak Richard A. Young 24 12 0 21 Apr 2023