Margaret Mitchell

Most-cited papers

Model Cards for Model Reporting
Margaret Mitchell, Simone Wu, Andrew Zaldivar, Parker Barnes +5 more
2018FAT3,422 citations Open access
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BLOOM: A 176B-Parameter Open-Access Multilingual Language Model
Teven Le Scao, Angela Fan, Christopher Akiki, Ellie Pavlick +387 more
2022arXiv.org3,070 citations
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Mitigating Unwanted Biases with Adversarial Learning
B. Zhang, Blake Lemoine, Margaret Mitchell
2018AAAI/ACM Conference on AI, Ethics, and Society1,773 citations Open access
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From captions to visual concepts and back
Hao Fang, Saurabh Gupta, Forrest N. Iandola, R. Srivastava +8 more
2014Computer Vision and Pattern Recognition1,364 citations Open access
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A Neural Network Approach to Context-Sensitive Generation of Conversational Responses
A. Sordoni, Michel Galley, M. Auli, Chris Brockett +5 more
2015North American Chapter of the Association for Computational Linguistics914 citations Open access
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Documenting Large Webtext Corpora: A Case Study on the Colossal Clean Crawled Corpus
Jesse Dodge, Ana Marasović, Gabriel Ilharco, Dirk Groeneveld +3 more
2021Conference on Empirical Methods in Natural Language Processing787 citations Open access
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Visual Storytelling
Ting-Hao, Huang, Francis Ferraro, N. Mostafazadeh +12 more
2016North American Chapter of the Association for Computational Linguistics553 citations Open access
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The Stack: 3 TB of permissively licensed source code
Denis Kocetkov, Raymond Li, Loubna Ben Allal, Jia Li +9 more
2022Trans. Mach. Learn. Res.524 citations Open access
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Midge: Generating Image Descriptions From Computer Vision Detections
Margaret Mitchell, Jesse Dodge, Amit Goyal, Kota Yamaguchi +6 more
2012Conference of the European Chapter of the Association for Computational Linguistics497 citations
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50 Years of Test (Un)fairness: Lessons for Machine Learning
Ben Hutchinson, Margaret Mitchell
2018FAT410 citations Open access
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Stable Bias: Evaluating Societal Representations in Diffusion Models
Sasha Luccioni, Christopher Akiki, Margaret Mitchell, Yacine Jernite
2023Neural Information Processing Systems375 citations
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CLPsych 2015 Shared Task: Depression and PTSD on Twitter
G. Coppersmith, Mark Dredze, Craig Harman, Kristy Hollingshead +1 more
2015CLPsych@HLT-NAACL367 citations Open access
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Spoken Language Derived Measures for Detecting Mild Cognitive Impairment
Brian Roark, Margaret Mitchell, John-Paul Hosom, Kristy Hollingshead +1 more
2011IEEE Transactions on Audio, Speech, and Language Processing359 citations Open access
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Towards Accountability for Machine Learning Datasets: Practices from Software Engineering and Infrastructure
Ben Hutchinson, A. Smart, A. Hanna, Remi Denton +4 more
2020Conference on Fairness, Accountability and Transparency344 citations Open access
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Language Models for Image Captioning: The Quirks and What Works
J. Devlin, Hao Cheng, Hao Fang, Saurabh Gupta +4 more
2015Annual Meeting of the Association for Computational Linguistics292 citations Open access
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Open Domain Targeted Sentiment
Margaret Mitchell, J. Aguilar, Theresa Wilson, Benjamin Van Durme
2013Conference on Empirical Methods in Natural Language Processing246 citations Open access
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Seeing through the Human Reporting Bias: Visual Classifiers from Noisy Human-Centric Labels
Ishan Misra, C. Zitnick, Margaret Mitchell, Ross B. Girshick
2015Computer Vision and Pattern Recognition238 citations Open access
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The BigScience ROOTS Corpus: A 1.6TB Composite Multilingual Dataset
David Ifeoluwa Adelani, Christopher Akiki, Khalid Almubarak, Zaid Alyafeai +50 more
2023Neural Information Processing Systems229 citations Open access
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Exploring Nearest Neighbor Approaches for Image Captioning
J. Devlin, Saurabh Gupta, Ross B. Girshick, Margaret Mitchell +1 more
2015arXiv.org203 citations
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Quantifying the Language of Schizophrenia in Social Media
Margaret Mitchell, Kristy Hollingshead, G. Coppersmith
2015CLPsych@HLT-NAACL175 citations Open access
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Understanding and predicting importance in images
A. Berg, T. Berg, Hal Daumé, Jesse Dodge +7 more
20122012 IEEE Conference on Computer Vision and Pattern Recognition166 citations
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deltaBLEU: A Discriminative Metric for Generation Tasks with Intrinsically Diverse Targets
Michel Galley, Chris Brockett, A. Sordoni, Yangfeng Ji +5 more
2015Annual Meeting of the Association for Computational Linguistics158 citations Open access
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Multitask Learning for Mental Health Conditions with Limited Social Media Data
A. Benton, Margaret Mitchell, Dirk Hovy
2017Conference of the European Chapter of the Association for Computational Linguistics149 citations
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You reap what you sow: On the Challenges of Bias Evaluation Under Multilingual Settings
Zeerak Talat, Aurélie Névéol, Stella Biderman, Miruna Clinciu +12 more
2022BIGSCIENCE134 citations Open access
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Image Counterfactual Sensitivity Analysis for Detecting Unintended Bias
E. Denton, B. Hutchinson, Margaret Mitchell, T. Gebru +1 more
2019131 citations
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InclusiveFaceNet: Improving Face Attribute Detection with Race and Gender Diversity
Hee Jung Ryu, Hartwig Adam, Margaret Mitchell
2017119 citations
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Large Scale Retrieval and Generation of Image Descriptions
Vicente Ordonez, Xufeng Han, Polina Kuznetsova, Girish Kulkarni +10 more
2015International Journal of Computer Vision80 citations Open access
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A Survey of Current Datasets for Vision and Language Research
Francis Ferraro, N. Mostafazadeh, Ting-Hao, Huang +4 more
2015Conference on Empirical Methods in Natural Language Processing79 citations Open access
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Fairness-Aware Machine Learning: Practical Challenges and Lessons Learned
Sarah Bird, Ben Hutchinson, K. Kenthapadi, Emre Kıcıman +1 more
2019Web Search and Data Mining77 citations Open access
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Predicting dating violence victimization and perpetration among middle and high school students in a rural southern community
James R. McDonell, J. Ott, Margaret Mitchell
201070 citations
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Generating Expressions that Refer to Visible Objects
Margaret Mitchell, Kees van Deemter, Ehud Reiter
2013North American Chapter of the Association for Computational Linguistics67 citations
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Computational Prosodic Markers for Autism
J. V. van Santen, Emily Tucker Prud'hommeaux, L. Black, Margaret Mitchell
2010Autism61 citations Open access
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Detecting Personal Information in Training Corpora: an Analysis
Nishant Subramani, Sasha Luccioni, Jesse Dodge, Margaret Mitchell
2023TRUSTNLP56 citations Open access
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Natural Reference to Objects in a Visual Domain
Margaret Mitchell, Kees van Deemter, Ehud Reiter
2010International Conference on Natural Language Generation51 citations
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Detecting Visual Text
Jesse Dodge, Amit Goyal, Xufeng Han, Alyssa C. Mensch +7 more
2012North American Chapter of the Association for Computational Linguistics49 citations
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Measuring Model Biases in the Absence of Ground Truth
Osman Aka, K. Burke, Alex Bauerle, Christina Greer +1 more
2021AAAI/ACM Conference on AI, Ethics, and Society43 citations Open access
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Evaluate & Evaluation on the Hub: Better Best Practices for Data and Model Measurements
Leandro von Werra, Lewis Tunstall, Abhishek Thakur, A. Luccioni +15 more
2022Conference on Empirical Methods in Natural Language Processing38 citations Open access
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Measuring Machine Intelligence Through Visual Question Answering
C. Zitnick, Aishwarya Agrawal, S. Antol, Margaret Mitchell +2 more
2016The AI Magazine38 citations Open access
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I’m a Belieber: Social Roles via Self-identification and Conceptual Attributes
Charley Beller, Rebecca Knowles, Craig Harman, S. Bergsma +2 more
2014Annual Meeting of the Association for Computational Linguistics38 citations Open access
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Crowdsourcing Language Generation Templates for Dialogue Systems
Margaret Mitchell, Dan Bohus, Ece Kamar
2014International Conference on Natural Language Generation36 citations Open access
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Typicality and Object Reference
Margaret Mitchell, Ehud Reiter, Kees van Deemter
2013Annual Meeting of the Cognitive Science Society33 citations
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Improving Smiling Detection with Race and Gender Diversity
Hee Jung Ryu, Margaret Mitchell, Hartwig Adam
2017arXiv.org32 citations
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Stronger Together: on the Articulation of Ethical Charters, Legal Tools, and Technical Documentation in ML
Giada Pistilli, Carlos Muñoz Ferrandis, Yacine Jernite, Margaret Mitchell
2023Conference on Fairness, Accountability and Transparency31 citations Open access
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Multitask Learning for Mental Health Conditions with Limited Social Media Data
A. Benton, Margaret Mitchell, Dirk Hovy
2017Conference of the European Chapter of the Association for Computational Linguistics29 citations Open access
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Class-Based Ordering of Prenominal Modifiers
Margaret Mitchell
2009European Workshop on Natural Language Generation29 citations Open access
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Low-Resource Semantic Role Labeling
Matthew R. Gormley, Margaret Mitchell, Benjamin Van Durme, Mark Dredze
2014Annual Meeting of the Association for Computational Linguistics21 citations Open access
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Measuring Data
Margaret Mitchell, A. Luccioni, Nathan Lambert, M. Gerchick +6 more
2022arXiv.org20 citations Open access
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Memory-augmented Attention Modelling for Videos
Rasool Fakoor, Abdel-rahman Mohamed, Margaret Mitchell, Sing-Bing Kang +1 more
2016arXiv.org20 citations
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Graphs and Spatial Relations in the Generation of Referring Expressions
J. Viethen, Margaret Mitchell, E. Krahmer
2013European Workshop on Natural Language Generation19 citations
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SEAL : Interactive Tool for Systematic Error Analysis and Labeling
Nazneen Rajani, Weixin Liang, Lingjiao Chen, Margaret Mitchell +1 more
2022Conference on Empirical Methods in Natural Language Processing18 citations Open access
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