Zobrazeno 1 - 10
of 1 810
pro vyhledávání: '"Taylor, Alex"'
Autor:
Prabhakaran, Vinodkumar, Homan, Christopher, Aroyo, Lora, Davani, Aida Mostafazadeh, Parrish, Alicia, Taylor, Alex, Díaz, Mark, Wang, Ding, Serapio-García, Gregory
Publikováno v:
2024 Annual Conference of the North American Chapter of the Association for Computational Linguistics
Human annotation plays a core role in machine learning -- annotations for supervised models, safety guardrails for generative models, and human feedback for reinforcement learning, to cite a few avenues. However, the fact that many of these human ann
Externí odkaz:
http://arxiv.org/abs/2311.05074
Autor:
Homan, Christopher M., Serapio-Garcia, Greg, Aroyo, Lora, Diaz, Mark, Parrish, Alicia, Prabhakaran, Vinodkumar, Taylor, Alex S., Wang, Ding
Conversational AI systems exhibit a level of human-like behavior that promises to have profound impacts on many aspects of daily life -- how people access information, create content, and seek social support. Yet these models have also shown a propen
Externí odkaz:
http://arxiv.org/abs/2306.11530
Autor:
Aroyo, Lora, Taylor, Alex S., Diaz, Mark, Homan, Christopher M., Parrish, Alicia, Serapio-Garcia, Greg, Prabhakaran, Vinodkumar, Wang, Ding
Machine learning approaches often require training and evaluation datasets with a clear separation between positive and negative examples. This risks simplifying and even obscuring the inherent subjectivity present in many tasks. Preserving such vari
Externí odkaz:
http://arxiv.org/abs/2306.11247
Autor:
Powell, Alison, Taylor, Alex
Publikováno v:
Designing More-than-Human Smart Cities: Beyond Sustainability, Towards Cohabitation.
Externí odkaz:
https://doi.org/10.1093/9780191980060.003.0013
Autor:
Aroyo, Lora, Diaz, Mark, Homan, Christopher, Prabhakaran, Vinodkumar, Taylor, Alex, Wang, Ding
Publikováno v:
2022
In this paper, we present findings from an semi-experimental exploration of rater diversity and its influence on safety annotations of conversations generated by humans talking to a generative AI-chat bot. We find significant differences in judgments
Externí odkaz:
http://arxiv.org/abs/2301.09406
Publikováno v:
In Science of the Total Environment 15 November 2024 951
Autor:
Burnett, Joseph, Taylor, Alex
Expanding upon recent work, a new class of $A$-functions is introduced that can be viewed as an appropriate generalization of the class of regular $A$-functions, the class of structured $A$-functions, and the class of perfect $A$-functions. Algebraic
Externí odkaz:
http://arxiv.org/abs/2202.13512