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Lucy Vasserman
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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
19262019
Measuring and mitigating unintended bias in text classification
L Dixon, J Li, J Sorensen, N Thain, L Vasserman
Proceedings of the 2018 AAAI/ACM Conference on AI, Ethics, and Society, 67-73, 2018
7842018
Nuanced metrics for measuring unintended bias with real data for text classification
D Borkan, L Dixon, J Sorensen, N Thain, L Vasserman
Companion proceedings of the 2019 world wide web conference, 491-500, 2019
4262019
Generating language models
ME Epstein, L Vasserman
US Patent 9,437,189, 2016
2162016
A new generation of perspective api: Efficient multilingual character-level transformers
A Lees, VQ Tran, Y Tay, J Sorensen, J Gupta, D Metzler, L Vasserman
Proceedings of the 28th ACM SIGKDD conference on knowledge discovery and …, 2022
1252022
Is your toxicity my toxicity? exploring the impact of rater identity on toxicity annotation
N Goyal, ID Kivlichan, R Rosen, L Vasserman
Proceedings of the ACM on Human-Computer Interaction 6 (CSCW2), 1-28, 2022
672022
ESSE: Exploring mood on the web
S Sood, L Vasserman
AAAI Conference on Weblogs and Social Media (ICWSM) Data Challenge Workshop, 2009
312009
” You have to prove the threat is real”: Understanding the needs of Female Journalists and Activists to Document and Report Online Harassment
N Goyal, L Park, L Vasserman
Proceedings of the 2022 CHI Conference on Human Factors in Computing Systems …, 2022
242022
Measuring and improving model-moderator collaboration using uncertainty estimation
ID Kivlichan, Z Lin, J Liu, L Vasserman
arXiv preprint arXiv:2107.04212, 2021
232021
Contextual language model adaptation using dynamic classes
L Vasserman, B Haynor, P Aleksic
2016 IEEE Spoken Language Technology Workshop (SLT), 441-446, 2016
212016
Introducing the model card toolkit for easier model transparency reporting
H Fang, H Miao, K Shukla, D Nanas, C Xu, C Greer, N Polyzotis, T Doshi, ...
Google AI Blog, 2020
162020
Limitations of pinned auc for measuring unintended bias
D Borkan, L Dixon, J Li, J Sorensen, N Thain, L Vasserman
arXiv preprint arXiv:1903.02088, 2019
152019
Sequence-based class tagging for robust transcription in ASR.
L Vasserman, V Schogol, KB Hall
Interspeech, 473-477, 2015
142015
Leveraging existing outreach programs to reach underrepresented minorities
M Gonzalez, L Vasserman, SO Sood, TY Chen
Journal of Computing Sciences in Colleges 26 (4), 190-196, 2011
72011
Lost in Distillation: A Case Study in Toxicity Modeling
A Chvasta, A Lees, J Sorensen, L Vasserman, N Goyal
Proceedings of the Sixth Workshop on Online Abuse and Harms (WOAH), 92-101, 2022
12022
Model Cards for Model Reporting
A Zaldivar, B Hutchinson, E Spitzer, ID Raji, L Vasserman, M Mitchell, ...
12019
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