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05/09/2023
The Role of Relevance in Fair Ranking
Online platforms mediate access to opportunity: relevance-based rankings...
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05/06/2022
The Road to Explainability is Paved with Bias: Measuring the Fairness of Explanations
Machine learning models in safety-critical settings like healthcare are ...
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10/17/2021
Quantifying the Task-Specific Information in Text-Based Classifications
Recently, neural natural language models have attained state-of-the-art ...
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09/30/2019
Lexical Features Are More Vulnerable, Syntactic Features Have More Predictive Power
Understanding the vulnerability of linguistic features extracted from no...
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04/02/2019
Impact of ASR on Alzheimer's Disease Detection: All Errors are Equal, but Deletions are More Equal than Others
Automatic Speech Recognition (ASR) is a critical component of any fully-...
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11/29/2018
The Effect of Heterogeneous Data for Alzheimer's Disease Detection from Speech
Speech datasets for identifying Alzheimer's disease (AD) are generally r...
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05/08/2018
