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cs.CL2023★ 5 cited
NBIAS: A Natural Language Processing Framework for Bias Identification in Text
Shaina Raza, Muskan Garg, Deepak John Reji +2
Bias in textual data can lead to skewed interpretations and outcomes when the data is used. These biases could perpetuate stereotypes, discrimination, or other forms of unfair trea…
cs.CL2023
Leveraging Foundation Models for Clinical Text Analysis
Shaina Raza, Syed Raza Bashir
Infectious diseases are a significant public health concern globally, and extracting relevant information from scientific literature can facilitate the development of effective pre…
cs.CL2023
Addressing Biases in the Texts using an End-to-End Pipeline Approach
Shaina Raza, Syed Raza Bashir, Sneha +1
The concept of fairness is gaining popularity in academia and industry. Social media is especially vulnerable to media biases and toxic language and comments. We propose a fair ML…