Search Results for author: Giorgian Borca-Tasciuc

Found 2 papers, 1 papers with code

Provable Fairness for Neural Network Models using Formal Verification

no code implementations • 16 Dec 2022 • Giorgian Borca-Tasciuc, Xingzhi Guo, Stanley Bak, Steven Skiena

Machine learning models are increasingly deployed for critical decision-making tasks, making it important to verify that they do not contain gender or racial biases picked up from training data.

Decision Making Fairness

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Knowledge Authoring with Factual English

1 code implementation • 5 Aug 2022 • Yuheng Wang, Giorgian Borca-Tasciuc, Nikhil Goel, Paul Fodor, Michael Kifer

Unfortunately, at present, extraction of logical facts from unrestricted natural language is still too inaccurate to be used for reasoning, while restricting the grammar of the language (so-called controlled natural language, or CNL) is hard for the users to learn and use.

Lemmatization Part-Of-Speech Tagging

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