Human, Dignity, Ethics, Ethical principles, Principles, Ai

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On Feb 6, 2021
@yoavgo shared
@srchvrs @ChrSzegedy note, however, that "inherently interpretable" models are also not necessarily faithful until proven as such, and may have the same false sense of security. we touch on this in @alon_jacovi 's opinion paper on faithfulness. https://t.co/QduHIE2gBZ https://t.co/YO6n9mqun1
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Alon Jacovi Bar Ilan University [email protected] Yoav Goldberg Bar Ilan University and Allen Institute for AI [email protected] Abstract With the growing popularity of deep-learning based NLP models, comes a need for inter- pretable systems. For example, con- sider the case of ...

arxiv.org
On Feb 6, 2021
@yoavgo shared
@srchvrs @ChrSzegedy note, however, that "inherently interpretable" models are also not necessarily faithful until proven as such, and may have the same false sense of security. we touch on this in @alon_jacovi 's opinion paper on faithfulness. https://t.co/QduHIE2gBZ https://t.co/YO6n9mqun1
Open

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Alon Jacovi Bar Ilan University [email protected] Yoav Goldberg Bar Ilan University and Allen Institute for AI [email protected] Abstract With the growing popularity of ...

Click here to read the article

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We compare two kinds of student models and multiple representative meth- ods for producing explanations, spanning gradient- based saliency methods (Simonyan et al., 2013), integrated ...

Generating Token-Level Explanations for Natural Language Inference

Generating Token-Level Explanations for Natural Language Inference

Proceedings of NAACL-HLT 2019, pages 963–969 Minneapolis, Minnesota, June 2 - June 7, 2019. c©2019 Association for Computational Linguistics 963 Generating Token-Level Explanations for ...

Why Partisans Do Not Sort: The Constraints on Political Segregation

Why Partisans Do Not Sort: The Constraints on Political Segregation

Previous scholarship on residential sorting has noted that household economics, proximity to work, housing afford- ability, and concerns over neighborhood quality limit oppor- ...

Transaction / Regular Paper Title

Transaction / Regular Paper Title

For example, the Payment Card Industry Security Standards Council defines a standard for how merchants manage credit card data. We collect together a list of mechanisms by which insur- ers ...

AI4People—An Ethical Framework for a Good AI Society: Opportunities, Risks, Principles, and Recommendations

AI4People—An Ethical Framework for a Good AI Society: Opportunities, Risks, Principles, and Recommendations

:(0123456789) Minds and Machines (2018) 28:689–707 https://doi.org/10.1007/s11023-018-9482-5 1 AI4People—An Ethical Framework for a Good AI Society: Opportunities, Risks, Principles, ...