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Datasheets for Datasets

23 March 2018

Timnit Gebru

Jamie Morgenstern

Briana Vecchione

Jennifer Wortman Vaughan

Papers citing "Datasheets for Datasets"

50 / 1,068 papers shown

Title
Whose Personae? Synthetic Persona Experiments in LLM Research and Pathways to Transparency Jan Batzner Volker Stocker Bingjun Tang Anusha Natarajan Qinhao Chen Stefan Schmid Gjergji Kasneci 28 1 0 29 Nov 2025
Defending Large Language Models Against Jailbreak Exploits with Responsible AI Considerations Ryan Wong Hosea David Yu Fei Ng Dhananjai Sharma Glenn Jun Jie Ng Kavishvaran Srinivasan AAML 249 0 0 24 Nov 2025
AI Bill of Materials and Beyond: Systematizing Security Assurance through the AI Risk Scanning (AIRS) Framework Samuel Nathanson Alexander Lee Catherine Chen Kieffer Jared Junkin Jessica Ye Amir Saeed Melanie Lockhart Russ Fink Elisha Peterson Lanier Watkins 52 0 0 16 Nov 2025
mmJEE-Eval: A Bilingual Multimodal Benchmark for Evaluating Scientific Reasoning in Vision-Language Models Arka Mukherjee Shreya Ghosh LRM 156 0 0 12 Nov 2025
InfoAffect: A Dataset for Affective Analysis of Infographics Zihang Fu Yunchao Wang Chenyu Huang Guodao Sun Ronghua Liang 76 0 0 09 Nov 2025
QuAnTS: Question Answering on Time Series Felix Divo Maurice Kraus Anh Q. Nguyen Hao Xue Imran Razzak Flora D. Salim Kristian Kersting Devendra Singh Dhami 76 0 0 07 Nov 2025
Who Evaluates AI's Social Impacts? Mapping Coverage and Gaps in First and Third Party Evaluations Anka Reuel Avijit Ghosh Jenny Chim Andrew Tran Yanan Long ... Zeerak Talat Stella Biderman Mykel J. Kochenderfer Sanmi Koyejo Irene Solaiman ELM 188 0 0 06 Nov 2025
EvalCards: A Framework for Standardized Evaluation Reporting Ruchira Dhar Danae Sanchez Villegas Antonia Karamolegkou Alice Schiavone Yifei Yuan ... Monorama Swain Stephanie Brandl Daniel Hershcovich Anders Søgaard Desmond Elliott 20 0 0 05 Nov 2025
What's in Common? Multimodal Models Hallucinate When Reasoning Across Scenes Candace Ross Florian Bordes Adina Williams Polina Kirichenko Mark Ibrahim VLM ReLM LRM 180 1 0 05 Nov 2025
miniF2F-Lean Revisited: Reviewing Limitations and Charting a Path Forward Azim Ospanov Farzan Farnia Roozbeh Yousefzadeh 81 0 0 05 Nov 2025
AyurParam: A State-of-the-Art Bilingual Language Model for Ayurveda Mohd Nauman Sravan Gvm Vijay Devane Shyam Pawar Viraj Thakur Kundeshwar Pundalik Piyush Sawarkar Rohit Saluja Maunendra Sankar Desarkar Ganesh Ramakrishnan LM&MA ELM 232 0 0 04 Nov 2025
Measuring what Matters: Construct Validity in Large Language Model Benchmarks Andrew M. Bean Ryan Kearns Angelika Romanou Franziska Sofia Hafner Harry Mayne ... Christopher Summerfield Philip Torr Cozmin Ududec Luc Rocher Adam Mahdi ALM 409 2 0 03 Nov 2025
Before the Clinic: Transparent and Operable Design Principles for Healthcare AI Alexander Bakumenko Aaron J. Masino Janine Hoelscher 88 1 0 31 Oct 2025
A Multimodal Benchmark for Framing of Oil & Gas Advertising and Potential Greenwashing Detection Gaku Morio Harri Rowlands Dominik Stammbach Christopher D. Manning Peter Henderson 84 0 0 24 Oct 2025
HIKMA: Human-Inspired Knowledge by Machine Agents through a Multi-Agent Framework for Semi-Autonomous Scientific Conferences Zain Ul Abideen Tariq Mahmood Al-Zubaidi Uzair Shah Marco Agus Mowafa J Househ 92 0 0 24 Oct 2025
Race and Gender in LLM-Generated Personas: A Large-Scale Audit of 41 Occupations Ilona van der Linden Sahana Kumar Arnav Dixit Aadi Sudan Smruthi Danda David C. Anastasiu Kai Lukoff 100 0 0 23 Oct 2025
BO4Mob: Bayesian Optimization Benchmarks for High-Dimensional Urban Mobility Problem Seunghee Ryu Donghoon Kwon Seongjin Choi Aryan Deshwal Seungmo Kang Carolina Osorio 92 0 0 21 Oct 2025
VLSU: Mapping the Limits of Joint Multimodal Understanding for AI Safety Shruti Palaskar Leon A Gatys Mona Abdelrahman Mar Jacobo Larry Lindsey ... Yang Xu Navid Shiee Jeffrey Bigham Charles Maalouf Joseph Y Cheng 78 0 0 21 Oct 2025
Evaluating Medical LLMs by Levels of Autonomy: A Survey Moving from Benchmarks to Applications Xiao Ye Jacob Dineen Zhaonan Li Zhikun Xu Weiyu Chen ... Ji-Eun Irene Yum Muhammad Ali Khan Muhammad Umar Afzal Irbaz B. Riaz Ben Zhou LM&MA ELM 166 1 0 20 Oct 2025
AFRICAPTION: Establishing a New Paradigm for Image Captioning in African Languages Mardiyyah Oduwole Prince Mireku Fatimo Adebanjo Oluwatosin Olajide Mahi Aminu Aliyu Jekaterina Novikova 81 0 0 20 Oct 2025
DroneAudioset: An Audio Dataset for Drone-based Search and Rescue Chitralekha Gupta Soundarya Ramesh P. Sasikumar Kian Peen Yeo Suranga Nanayakkara 86 0 0 17 Oct 2025
JEDA: Query-Free Clinical Order Search from Ambient Dialogues Praphul Singh Corey D Barrett Sumana Srivasta Amitabh Saikia Irfan Bulu Sri Gadde Krishnaram Kenthapadi 118 0 0 16 Oct 2025
Predicting the Unpredictable: Reproducible BiLSTM Forecasting of Incident Counts in the Global Terrorism Database (GTD) Oluwasegun Adegoke AI4TS 88 0 0 16 Oct 2025
Machine Learning and Public Health: Identifying and Mitigating Algorithmic Bias through a Systematic Review Sara Altamirano Arjan Vreeken Sennay Ghebreab 107 0 0 16 Oct 2025
Latent Topic Synthesis: Leveraging LLMs for Electoral Ad Analysis Alexander Brady Tunazzina Islam 64 0 0 16 Oct 2025
The German Commons - 154 Billion Tokens of Openly Licensed Text for German Language Models Lukas Gienapp Christopher Schröder Stefan Schweter Christopher Akiki Ferdinand Schlatt Arden Zimmermann Phillipe Genêt Martin Potthast VLM 88 0 0 15 Oct 2025
Measuring What Matters: The AI Pluralism Index Rashid Mushkani 36 0 0 09 Oct 2025
Lean Finder: Semantic Search for Mathlib That Understands User Intents Jialin Lu Kye Emond Kaiyu Yang Swarat Chaudhuri Weiran Sun Wuyang Chen 110 2 0 08 Oct 2025
Accountability Capture: How Record-Keeping to Support AI Transparency and Accountability (Re)shapes Algorithmic Oversight Shreya Chappidi Jennifer Cobbe Chris Norval A. Mazumder Jatinder Singh 92 0 0 06 Oct 2025
COLE: a Comprehensive Benchmark for French Language Understanding Evaluation David Beauchemin Yan Tremblay Mohamed Amine Youssef Richard Khoury ELM 224 1 0 06 Oct 2025
What is a protest anyway? Codebook conceptualization is still a first-order concern in LLM-era classification Andrew Halterman Katherine A. Keith 114 0 0 03 Oct 2025
Facilitating Cognitive Accessibility with LLMs: A Multi-Task Approach to Easy-to-Read Text Generation François Ledoyen Gaël Dias Jeremie Pantin Alexis Lechervy Fabrice Maurel Youssef Chahir 88 0 0 01 Oct 2025
RoBiologyDataChoiceQA: A Romanian Dataset for improving Biology understanding of Large Language Models Dragos-Dumitru Ghinea Adela-Nicoleta Corbeanu Adrian-Marius Dumitran 60 0 0 30 Sep 2025
On Explaining Proxy Discrimination and Unfairness in Individual Decisions Made by AI Systems Belona Sonna Alban Grastien 104 0 0 30 Sep 2025
VisualOverload: Probing Visual Understanding of VLMs in Really Dense Scenes Paul Gavrikov Wei Lin Muhammad Jehanzeb Mirza Soumya Jahagirdar Muhammad Huzaifa Sivan Doveh Serena Yeung-Levy James R. Glass Hilde Kuehne CoGe 159 1 0 29 Sep 2025
Fostering Robots: A Governance-First Conceptual Framework for Domestic, Curriculum-Based Trajectory Collection Federico Pablo-Marti Carlos Mir Fernandez 28 0 0 28 Sep 2025
Does AI Coaching Prepare us for Workplace Negotiations? Veda Duddu Jash Rajesh Parekh Andy Mao Hanyi Min Ziang Xiao V. D. Swain Koustuv Saha 105 0 0 26 Sep 2025
WolBanking77: Wolof Banking Speech Intent Classification Dataset Abdou Karim Kandji Frédéric Precioso Cheikh Ba Samba Ndiaye Augustin Ndione 165 0 0 23 Sep 2025
QUINTA: Reflexive Sensibility For Responsible AI Research and Data-Driven Processes Alicia E. Boyd 40 1 0 19 Sep 2025
Assessing Historical Structural Oppression Worldwide via Rule-Guided Prompting of Large Language Models Sreejato Chatterjee Linh Tran Quoc Duy Nguyen Roni Kirson Drue Hamlin Harvest Aquino Hanjia Lyu Jiebo Luo Timothy Dye 64 0 0 18 Sep 2025
Op-Fed: Opinion, Stance, and Monetary Policy Annotations on FOMC Transcripts Using Active Learning Alisa Kanganis Katherine A. Keith 101 0 0 16 Sep 2025
Practitioners' Perspectives on a Differential Privacy Deployment Registry Priyanka Nanayakkara Elena Ghazi Salil Vadhan 115 1 0 16 Sep 2025
Standards in the Preparation of Biomedical Research Metadata: A Bridge2AI Perspective Harry Caufield Satrajit Ghosh Sek Wong Kong Jillian Parker Nathan Sheffield Bhavesh Patel Andrew Williams Timothy Clark Monica C. Munoz-Torres 99 0 0 12 Sep 2025
MetaRAG: Metamorphic Testing for Hallucination Detection in RAG Systems Channdeth Sok David Luz Yacine Haddam HILM 266 0 0 11 Sep 2025
Are LLMs Enough for Hyperpartisan, Fake, Polarized and Harmful Content Detection? Evaluating In-Context Learning vs. Fine-Tuning Michele Joshua Maggini Dhia Merzougui Rabiraj Bandyopadhyay Gaël Dias Fabrice Maurel Pablo Gamallo 92 0 0 09 Sep 2025
Who Owns The Robot?: Four Ethical and Socio-technical Questions about Wellbeing Robots in the Real World through Community Engagement Minja Axelsson Jiaee Cheong Rune Nyrup Hatice Gunes 142 2 0 01 Sep 2025
MatPROV: A Provenance Graph Dataset of Material Synthesis Extracted from Scientific Literature Hirofumi Tsuruta Masaya Kumagai 105 0 0 01 Sep 2025
Deep opacity and AI: A threat to XAI and to privacy protection mechanisms Vincent C. Müller 40 0 0 30 Aug 2025
Mapping Toxic Comments Across Demographics: A Dataset from German Public Broadcasting Jan Fillies Michael Peter Hoffmann Rebecca Reichel Roman Salzwedel Sven Bodemer Adrian Paschke 88 0 0 26 Aug 2025
A Feminist Account of Intersectional Algorithmic Fairness Marie Mirsch Laila Wegner Jonas Strube Carmen Leicht-Scholten FaML 156 0 0 25 Aug 2025