Margaret Mitchell
Margaret Mitchell
Staff Research Scientist, Google
E-mail confirmado em google.com - Página inicial
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Vqa: Visual question answering
S Antol, A Agrawal, J Lu, M Mitchell, D Batra, CL Zitnick, D Parikh
Proceedings of the IEEE international conference on computer vision, 2425-2433, 2015
29232015
From captions to visual concepts and back
H Fang, S Gupta, F Iandola, RK Srivastava, L Deng, P Dollár, J Gao, X He, ...
Proceedings of the IEEE conference on computer vision and pattern …, 2015
12472015
A neural network approach to context-sensitive generation of conversational responses
A Sordoni, M Galley, M Auli, C Brockett, Y Ji, M Mitchell, JY Nie, J Gao, ...
arXiv preprint arXiv:1506.06714, 2015
8382015
Mitigating unwanted biases with adversarial learning
BH Zhang, B Lemoine, M Mitchell
Proceedings of the 2018 AAAI/ACM Conference on AI, Ethics, and Society, 335-340, 2018
4652018
Model cards for model reporting
M Mitchell, S Wu, A Zaldivar, P Barnes, L Vasserman, B Hutchinson, ...
Proceedings of the conference on fairness, accountability, and transparency …, 2019
4282019
Midge: Generating image descriptions from computer vision detections
M Mitchell, J Dodge, A Goyal, K Yamaguchi, K Stratos, X Han, A Mensch, ...
Proceedings of the 13th Conference of the European Chapter of the …, 2012
4072012
Spoken language derived measures for detecting mild cognitive impairment
B Roark, M Mitchell, JP Hosom, K Hollingshead, J Kaye
IEEE transactions on audio, speech, and language processing 19 (7), 2081-2090, 2011
2572011
Language models for image captioning: The quirks and what works
J Devlin, H Cheng, H Fang, S Gupta, L Deng, X He, G Zweig, M Mitchell
arXiv preprint arXiv:1505.01809, 2015
2542015
Visual storytelling
TH Huang, F Ferraro, N Mostafazadeh, I Misra, A Agrawal, J Devlin, ...
Proceedings of the 2016 Conference of the North American Chapter of the …, 2016
2462016
Generating natural questions about an image
N Mostafazadeh, I Misra, J Devlin, M Mitchell, X He, L Vanderwende
arXiv preprint arXiv:1603.06059, 2016
2132016
CLPsych 2015 shared task: Depression and PTSD on Twitter
G Coppersmith, M Dredze, C Harman, K Hollingshead, M Mitchell
Proceedings of the 2nd Workshop on Computational Linguistics and Clinical …, 2015
2052015
Exploring nearest neighbor approaches for image captioning
J Devlin, S Gupta, R Girshick, M Mitchell, CL Zitnick
arXiv preprint arXiv:1505.04467, 2015
1662015
Multi-task learning for mental health using social media text
A Benton, M Mitchell, D Hovy
arXiv preprint arXiv:1712.03538, 2017
1582017
Open domain targeted sentiment
M Mitchell, J Aguilar, T Wilson, B Van Durme
Proceedings of the 2013 Conference on Empirical Methods in Natural Language …, 2013
1492013
deltaBLEU: A discriminative metric for generation tasks with intrinsically diverse targets
M Galley, C Brockett, A Sordoni, Y Ji, M Auli, C Quirk, M Mitchell, J Gao, ...
arXiv preprint arXiv:1506.06863, 2015
1482015
Understanding and predicting importance in images
AC Berg, TL Berg, H Daume, J Dodge, A Goyal, X Han, A Mensch, ...
2012 IEEE Conference on Computer Vision and Pattern Recognition, 3562-3569, 2012
1432012
Seeing through the human reporting bias: Visual classifiers from noisy human-centric labels
I Misra, C Lawrence Zitnick, M Mitchell, R Girshick
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2016
1412016
50 years of test (un) fairness: Lessons for machine learning
B Hutchinson, M Mitchell
Proceedings of the Conference on Fairness, Accountability, and Transparency …, 2019
1262019
Quantifying the language of schizophrenia in social media
M Mitchell, K Hollingshead, G Coppersmith
Proceedings of the 2nd workshop on Computational linguistics and clinical …, 2015
1162015
Closing the AI accountability gap: Defining an end-to-end framework for internal algorithmic auditing
ID Raji, A Smart, RN White, M Mitchell, T Gebru, B Hutchinson, ...
Proceedings of the 2020 conference on fairness, accountability, and …, 2020
992020
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