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08/03/2023
NBIAS: A Natural Language Processing Framework for Bias Identification in Text
Bias in textual data can lead to skewed interpretations and outcomes whe...
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07/14/2023
Mitigating Bias in Conversations: A Hate Speech Classifier and Debiaser with Prompts
Discriminatory language and biases are often present in hate speech duri...
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05/11/2023
Fairness in Machine Learning meets with Equity in Healthcare
With the growing utilization of machine learning in healthcare, there is...
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04/12/2023
Auditing ICU Readmission Rates in an Clinical Database: An Analysis of Risk Factors and Clinical Outcomes
This study presents a machine learning (ML) pipeline for clinical data c...
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04/08/2023
Connecting Fairness in Machine Learning with Public Health Equity
Machine learning (ML) has become a critical tool in public health, offer...
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03/20/2023
Leveraging Foundation Models for Clinical Text Analysis
Infectious diseases are a significant public health concern globally, an...
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03/13/2023
Addressing Biases in the Texts using an End-to-End Pipeline Approach
The concept of fairness is gaining popularity in academia and industry. ...
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08/11/2022
Dbias: Detecting biases and ensuring Fairness in news articles
Because of the increasing use of data-centric systems and algorithms in ...
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07/08/2022
An Approach to Ensure Fairness in News Articles
Recommender systems, information retrieval, and other information access...
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07/02/2022
A Biomedical Pipeline to Detect Clinical and Non-Clinical Named Entities
There are a few challenges related to the task of biomedical named entit...
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06/13/2022
A Machine Learning Model for Predicting, Diagnosing, and Mitigating Health Disparities in Hospital Readmission
The management of hyperglycemia in hospitalized patients has a significa...
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06/07/2022
A COVID-19 Search Engine (CO-SE) with Transformer-based Architecture
Coronavirus disease (COVID-19) is an infectious disease, which is caused...
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02/06/2022
A Summary of COVID-19 Datasets
This research presents a review of main datasets that are developed for ...
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03/23/2021
A News Recommender System Considering Temporal Dynamics and Diversity
In a news recommender system, a reader's preferences change over time. S...
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03/15/2021
Deep Dynamic Neural Network to trade-off between Accuracy and Diversity in a News Recommender System
The news recommender systems are marked by a few unique challenges speci...
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09/10/2020