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1803.09010
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Datasheets for Datasets
23 March 2018
Timnit Gebru
Jamie Morgenstern
Briana Vecchione
Jennifer Wortman Vaughan
Hanna M. Wallach
Hal Daumé
Kate Crawford
Re-assign community
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Papers citing
"Datasheets for Datasets"
50 / 1,072 papers shown
All That's Happening behind the Scenes: Putting the Spotlight on Volunteer Moderator Labor in Reddit
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Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding
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Chitwan Saharia
William Chan
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...
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Exploring How Machine Learning Practitioners (Try To) Use Fairness Toolkits
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13 May 2022
How Platform-User Power Relations Shape Algorithmic Accountability: A Case Study of Instant Loan Platforms and Financially Stressed Users in India
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Divya Ramesh
Vaishnav Kameswaran
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Nithya Sambasivan
191
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11 May 2022
Evaluation Gaps in Machine Learning Practice
Conference on Fairness, Accountability and Transparency (FAccT), 2022
Ben Hutchinson
Negar Rostamzadeh
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Katherine A. Heller
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286
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Social Inclusion in Curated Contexts: Insights from Museum Practices
Conference on Fairness, Accountability and Transparency (FAccT), 2022
Han-yin Huang
Cynthia C. S. Liem
143
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ConfLab: A Data Collection Concept, Dataset, and Benchmark for Machine Analysis of Free-Standing Social Interactions in the Wild
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Chirag Raman
Jose Vargas-Quiros
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Ashraful Islam
Ekin Gedik
Hayley Hung
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Richer Countries and Richer Representations
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175
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Problems with Cosine as a Measure of Embedding Similarity for High Frequency Words
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Kaitlyn Zhou
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201
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Should attention be all we need? The epistemic and ethical implications of unification in machine learning
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N. Fishman
Leif Hancox-Li
181
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Towards a multi-stakeholder value-based assessment framework for algorithmic systems
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Mireia Yurrita
Dave Murray-Rust
Agathe Balayn
A. Bozzon
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287
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A Transparency Index Framework for AI in Education
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Muhammad Ali Chaudhry
M. Cukurova
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Transparency, Compliance, And Contestability When Code Is(n't) Law
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Attract me to Buy: Advertisement Copywriting Generation with Multimodal Multi-structured Information
Zhipeng Zhang
Xinglin Hou
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Bo Xiao
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Qi Wu
Peifeng Wang
144
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07 May 2022
Rethinking Fairness: An Interdisciplinary Survey of Critiques of Hegemonic ML Fairness Approaches
Journal of Artificial Intelligence Research (JAIR), 2022
Lindsay Weinberg
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137
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Interactive Model Cards: A Human-Centered Approach to Model Documentation
Conference on Fairness, Accountability and Transparency (FAccT), 2022
Anamaria Crisan
Margaret Drouhard
Jesse Vig
Nazneen Rajani
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226
113
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REAL ML: Recognizing, Exploring, and Articulating Limitations of Machine Learning Research
Conference on Fairness, Accountability and Transparency (FAccT), 2022
Jessie J. Smith
Saleema Amershi
Solon Barocas
Hanna M. Wallach
J. W. Vaughan
181
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WDV: A Broad Data Verbalisation Dataset Built from Wikidata
International Workshop on the Semantic Web (SW), 2022
Gabriel Amaral
Odinaldo Rodrigues
Elena Simperl
172
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Aligning to Social Norms and Values in Interactive Narratives
North American Chapter of the Association for Computational Linguistics (NAACL), 2022
Prithviraj Ammanabrolu
Liwei Jiang
Maarten Sap
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Yejin Choi
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256
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04 May 2022
Data Governance in the Age of Large-Scale Data-Driven Language Technology
Conference on Fairness, Accountability and Transparency (FAccT), 2022
Yacine Jernite
Huu Nguyen
Stella Biderman
A. Rogers
Maraim Masoud
...
Jorg Frohberg
Aaron Gokaslan
Peter Henderson
Rishi Bommasani
Margaret Mitchell
225
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Susan Zhang
Stephen Roller
Naman Goyal
Mikel Artetxe
Moya Chen
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Punit Singh Koura
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Tianlu Wang
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Flamingo: a Visual Language Model for Few-Shot Learning
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Jean-Baptiste Alayrac
Jeff Donahue
Pauline Luc
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Iain Barr
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Ricardo Barreira
Oriol Vinyals
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Karen Simonyan
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Seeing without Looking: Analysis Pipeline for Child Sexual Abuse Datasets
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Camila Laranjeira
João Macedo
Sandra Avila
J. A. dos Santos
108
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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
109
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27 Apr 2022
CapOnImage: Context-driven Dense-Captioning on Image
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Yiqi Gao
Xinglin Hou
Yuanmeng Zhang
Bo Xiao
Yuning Jiang
Peifeng Wang
204
13
0
27 Apr 2022
Reward Reports for Reinforcement Learning
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T. Gilbert
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Sarah Dean
Tom Zick
Aaron J. Snoswell
375
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A Brief Guide to Designing and Evaluating Human-Centered Interactive Machine Learning
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P. Pilarski
HAI
102
5
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20 Apr 2022
Sharing and Caring: Creating a Culture of Constructive Criticism in Computational Legal Studies
Corinna Coupette
D. Hartung
AILaw
90
2
0
19 Apr 2022
The Equity Framework: Fairness Beyond Equalized Predictive Outcomes
Keziah Naggita
J. C. Aguma
FaML
172
3
0
18 Apr 2022
Sources of Irreproducibility in Machine Learning: A Review
Odd Erik Gundersen
Kevin Coakley
Christine R. Kirkpatrick
Yolanda Gil
SyDa
282
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15 Apr 2022
Aspirations and Practice of Model Documentation: Moving the Needle with Nudging and Traceability
International Conference on Human Factors in Computing Systems (CHI), 2022
Avinash Bhat
Austin Coursey
Grace Hu
Sixian Li
Nadia Nahar
Shurui Zhou
Jane Hsieh
Jin L. C. Guo
207
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13 Apr 2022
Experimental Standards for Deep Learning in Natural Language Processing Research
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Dennis Ulmer
Elisa Bassignana
Max Müller-Eberstein
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Mike Zhang
Rob van der Goot
Christian Hardmeier
Barbara Plank
263
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Metaethical Perspectives on 'Benchmarking' AI Ethics
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Travis LaCroix
A. Luccioni
126
11
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11 Apr 2022
Resources for Turkish Natural Language Processing: A critical survey
Language Resources and Evaluation (LRE), 2022
Çağrı Çöltekin
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Özlem Çetinoğlu
221
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A Siren Song of Open Source Reproducibility
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Andrew L. Farris
147
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Open-Source Tools for Behavioral Video Analysis: Setup, Methods, and Development
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Talmo D. Pereira
M. Laubach
270
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Considerations for Multilingual Wikipedia Research
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Emily A. Lescak
137
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PaLM: Scaling Language Modeling with Pathways
Journal of machine learning research (JMLR), 2022
Aakanksha Chowdhery
Sharan Narang
Jacob Devlin
Maarten Bosma
Gaurav Mishra
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Douglas Eck
J. Dean
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Daniel Bacaicoa-Barber
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Peter A. Flach
Raúl Santos-Rodríguez
135
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30 Mar 2022
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Brandon Smart
Wonsuk Yang
Hannah Rose Kirk
Aleksandar Shtedritski
Max Bain
VLM
356
131
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Representation Bias in Data: A Survey on Identification and Resolution Techniques
ACM Computing Surveys (ACM CSUR), 2022
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Abolfazl Asudeh
H. V. Jagadish
290
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International Conference on Human Factors in Computing Systems (CHI), 2022
Chengbo Zheng
Dakuo Wang
A. Wang
Xiaojuan Ma
301
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21 Mar 2022
How Do We Answer Complex Questions: Discourse Structure of Long-form Answers
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Junyi Jessy Li
Eunsol Choi
189
22
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21 Mar 2022
Whose AI Dream? In search of the aspiration in data annotation
International Conference on Human Factors in Computing Systems (CHI), 2022
Ding-wen Wang
Shantanu Prabhat
Nithya Sambasivan
298
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21 Mar 2022
The worst of both worlds: A comparative analysis of errors in learning from data in psychology and machine learning
AAAI/ACM Conference on AI, Ethics, and Society (AIES), 2022
Jessica Hullman
Sayash Kapoor
Priyanka Nanayakkara
Andrew Gelman
Arvind Narayanan
523
42
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Model Positionality and Computational Reflexivity: Promoting Reflexivity in Data Science
International Conference on Human Factors in Computing Systems (CHI), 2022
S. Cambo
Darren Gergle
144
49
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SOCIOFILLMORE: A Tool for Discovering Perspectives
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Gosse Minnema
Sara Gemelli
C. Zanchi
Tommaso Caselli
Malvina Nissim
121
8
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Building and curating conversational corpora for diversity-aware language science and technology
International Conference on Language Resources and Evaluation (LREC), 2022
Andreas Liesenfeld
Mark Dingemanse
215
6
0
07 Mar 2022
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