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cs.CL2024★ 4 cited
Developing Safe and Responsible Large Language Model : Can We Balance Bias Reduction and Language Understanding in Large Language Models?
Shaina Raza, Oluwanifemi Bamgbose, Shardul Ghuge +3
Large Language Models (LLMs) have advanced various Natural Language Processing (NLP) tasks, such as text generation and translation, among others. However, these models often gener…
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…