Margaret Mitchell

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

Venues

Active years

2010–2025

Best venue rank

Where they publish

Papers

41 indexed papers, newest first.

Year	Venue	Title	Authors
2025	ICML	Position: Stop treating 'AGI' as the north-star goal of AI research.	Borhane Blili-Hamelin, Christopher Graziul, Leif Hancox-Li, Hananel Hazan, El-Mahdi El-Mhamdi, Avijit Ghosh, Katherine A. Heller, Jacob Metcalf, Fabricio Murai, Eryk Salvaggio, Andrew Smart, Todd Snider, Mariame Tighanimine, Talia Ringer, Margaret Mitchell, Shiri Dori-Hacohen
2025	NAACL	SHADES: Towards a Multilingual Assessment of Stereotypes in Large Language Models.	Margaret Mitchell, Giuseppe Attanasio, Ioana Baldini, Miruna Clinciu, Jordan Clive, Pieter Delobelle, Manan Dey, Sil Hamilton, Timm Dill, Jad Doughman, Ritam Dutt, Avijit Ghosh, Jessica Zosa Forde, Carolin Holtermann, Lucie-Aime Kaffee, Tanmay Laud, Anne Lauscher, Roberto L. Lopez-Davila, Maraim Masoud, Nikita Nangia, Anaelia Ovalle, Giada Pistilli, Dragomir Radev, Beatrice Savoldi, Vipul Raheja, Jeremy Qin, Esther Ploeger, Arjun Subramonian, Kaustubh D. Dhole, Kaiser Sun, Amirbek Djanibekov, Jonibek Mansurov, Kayo Yin, Emilio Villa Cueva, Sagnik Mukherjee, Jerry Huang, Xudong Shen, Jay Gala, Hamdan Al-Ali, Tair Djanibekov, Nurdaulet Mukhituly, Shangrui Nie, Shanya Sharma, Karolina Stanczak, Eliza Szczechla, Tiago Timponi Torrent, Deepak Tunuguntla, Marcelo Viridiano, Oskar Van Der Wal, Adina Yakefu, Aurlie Nvol, Mike Zhang, Sydney Zink, Zeerak Talat
2024	AIES	CIVICS: Building a Dataset for Examining Culturally-Informed Values in Large Language Models.	Giada Pistilli, Alina Leidinger, Yacine Jernite, Atoosa Kasirzadeh, Alexandra Sasha Luccioni, Margaret Mitchell
2022	EMNLP	SEAL: Interactive Tool for Systematic Error Analysis and Labeling.	Nazneen Rajani, Weixin Liang, Lingjiao Chen, Margaret Mitchell, James Zou
2021	AIES	Measuring Model Biases in the Absence of Ground Truth.	Osman Aka, Ken Burke, Alex Buerle, Christina Greer, Margaret Mitchell
2021	EMNLP	Documenting Large Webtext Corpora: A Case Study on the Colossal Clean Crawled Corpus.	Jesse Dodge, Maarten Sap, Ana Marasovic, William Agnew, Gabriel Ilharco, Dirk Groeneveld, Margaret Mitchell, Matt Gardner
2020	AIES	Diversity and Inclusion Metrics in Subset Selection.	Margaret Mitchell, Dylan K. Baker, Nyalleng Moorosi, Emily Denton, Ben Hutchinson, Alex Hanna, Timnit Gebru, Jamie Morgenstern
2020	AIES	Saving Face: Investigating the Ethical Concerns of Facial Recognition Auditing.	Inioluwa Deborah Raji, Timnit Gebru, Margaret Mitchell, Joy Buolamwini, Joonseok Lee, Emily Denton
2019	EMNLP	Perturbation Sensitivity Analysis to Detect Unintended Model Biases.	Vinodkumar Prabhakaran, Ben Hutchinson, Margaret Mitchell
2019	KDD	Fairness-Aware Machine Learning: Practical Challenges and Lessons Learned.	Sarah Bird, Ben Hutchinson, Krishnaram Kenthapadi, Emre Kiciman, Margaret Mitchell
2019	WWW	Fairness-Aware Machine Learning: Practical Challenges and Lessons Learned.	Sarah Bird, Ben Hutchinson, Krishnaram Kenthapadi, Emre Kiciman, Margaret Mitchell
2019	WSDM	Fairness-Aware Machine Learning: Practical Challenges and Lessons Learned.	Sarah Bird, Krishnaram Kenthapadi, Emre Kiciman, Margaret Mitchell
2018	AIES	Mitigating Unwanted Biases with Adversarial Learning.	Brian Hu Zhang, Blake Lemoine, Margaret Mitchell
2017	EACL	Multitask Learning for Mental Health Conditions with Limited Social Media Data.	Adrian Benton, Margaret Mitchell, Dirk Hovy
2016	AAAI	Microsummarization of Online Reviews: An Experimental Study.	Rebecca Mason, Benjamin Gaska, Benjamin Van Durme, Pallavi Choudhury, Ted Hart, Bill Dolan, Kristina Toutanova, Margaret Mitchell
2016	ACL	Generating Natural Questions About an Image.	Nasrin Mostafazadeh, Ishan Misra, Jacob Devlin, Margaret Mitchell, Xiaodong He, Lucy Vanderwende
2016	CVPR	Seeing through the Human Reporting Bias: Visual Classifiers from Noisy Human-Centric Labels.	Ishan Misra, C. Lawrence Zitnick, Margaret Mitchell, Ross B. Girshick
2016	NAACL	Visual Storytelling.	Ting-Hao 'Kenneth' Huang, Francis Ferraro, Nasrin Mostafazadeh, Ishan Misra, Aishwarya Agrawal, Jacob Devlin, Ross B. Girshick, Xiaodong He, Pushmeet Kohli, Dhruv Batra, C. Lawrence Zitnick, Devi Parikh, Lucy Vanderwende, Michel Galley, Margaret Mitchell
2015	ACL	Language Models for Image Captioning: The Quirks and What Works.	Jacob Devlin, Hao Cheng, Hao Fang, Saurabh Gupta, Li Deng, Xiaodong He, Geoffrey Zweig, Margaret Mitchell
2015	ACL	deltaBLEU: A Discriminative Metric for Generation Tasks with Intrinsically Diverse Targets.	Michel Galley, Chris Brockett, Alessandro Sordoni, Yangfeng Ji, Michael Auli, Chris Quirk, Margaret Mitchell, Jianfeng Gao, Bill Dolan
2015	CVPR	From captions to visual concepts and back.	Hao Fang, Saurabh Gupta, Forrest N. Iandola, Rupesh Kumar Srivastava, Li Deng, Piotr Dollr, Jianfeng Gao, Xiaodong He, Margaret Mitchell, John C. Platt, C. Lawrence Zitnick, Geoffrey Zweig
2015	EMNLP	A Survey of Current Datasets for Vision and Language Research.	Francis Ferraro, Nasrin Mostafazadeh, Ting-Hao 'Kenneth' Huang, Lucy Vanderwende, Jacob Devlin, Michel Galley, Margaret Mitchell
2015	ICCV	VQA: Visual Question Answering.	Stanislaw Antol, Aishwarya Agrawal, Jiasen Lu, Margaret Mitchell, Dhruv Batra, C. Lawrence Zitnick, Devi Parikh
2015	NAACL	CLPsych 2015 Shared Task: Depression and PTSD on Twitter.	Glen Coppersmith, Mark Dredze, Craig Harman, Kristy Hollingshead, Margaret Mitchell
2015	NAACL	Quantifying the Language of Schizophrenia in Social Media.	Margaret Mitchell, Kristy Hollingshead, Glen Coppersmith
2015	NAACL	A Neural Network Approach to Context-Sensitive Generation of Conversational Responses.	Alessandro Sordoni, Michel Galley, Michael Auli, Chris Brockett, Yangfeng Ji, Margaret Mitchell, Jian-Yun Nie, Jianfeng Gao, Bill Dolan
2014	ACL	I'm a Belieber: Social Roles via Self-identification and Conceptual Attributes.	Charley Beller, Rebecca Knowles, Craig Harman, Shane Bergsma, Margaret Mitchell, Benjamin Van Durme
2014	ACL	Low-Resource Semantic Role Labeling.	Matthew R. Gormley, Margaret Mitchell, Benjamin Van Durme, Mark Dredze
2014	INLG	Crowdsourcing Language Generation Templates for Dialogue Systems.	Margaret Mitchell, Dan Bohus, Ece Kamar
2013	CogSci	Typicality and Object Reference.	Margaret Mitchell, Ehud Reiter, Kees van Deemter
2013	EMNLP	Open Domain Targeted Sentiment.	Margaret Mitchell, Jacqui Aguilar, Theresa Wilson, Benjamin Van Durme
2013	NAACL	Generating Expressions that Refer to Visible Objects.	Margaret Mitchell, Kees van Deemter, Ehud Reiter
2012	CVPR	Understanding and predicting importance in images.	Alexander C. Berg, Tamara L. Berg, Hal Daum III, Jesse Dodge, Amit Goyal, Xufeng Han, Alyssa C. Mensch, Margaret Mitchell, Aneesh Sood, Karl Stratos, Kota Yamaguchi
2012	EACL	Midge: Generating Image Descriptions From Computer Vision Detections.	Margaret Mitchell, Jesse Dodge, Amit Goyal, Kota Yamaguchi, Karl Stratos, Xufeng Han, Alyssa C. Mensch, Alexander C. Berg, Tamara L. Berg, Hal Daum III
2012	INLG	Midge: Generating Descriptions of Images.	Margaret Mitchell, Xufeng Han, Jeff Hayes
2012	NAACL	Detecting Visual Text.	Jesse Dodge, Amit Goyal, Xufeng Han, Alyssa C. Mensch, Margaret Mitchell, Karl Stratos, Kota Yamaguchi, Yejin Choi, Hal Daum III, Alexander C. Berg, Tamara L. Berg
2011	ACL	Semi-Supervised Modeling for Prenominal Modifier Ordering.	Margaret Mitchell, Aaron Dunlop, Brian Roark
2011	CogSci	On the Use of Size Modifiers When Referring to Visible Objects.	Margaret Mitchell, Kees van Deemter, Ehud Reiter
2010	EACL	A Flexible Approach to Class-Based Ordering of Prenominal Modifiers.	Margaret Mitchell
2010	INLG	Natural Reference to Objects in a Visual Domain.	Margaret Mitchell, Kees van Deemter, Ehud Reiter
2010	NAACL	Prenominal Modifier Ordering via Multiple Sequence Alignment.	Aaron Dunlop, Margaret Mitchell, Brian Roark