Author

Rakeshkumarreddy Ambati

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Open access Sep 2026

BiasScope: Inference-Time Bias Detection and Mitigation for Fair Natural Language Processing (NLP) Using Retrieval-Augmented Generation and Prompt Engineering

The appearance of social stereotypes in Large Language Models (LLMs) is a crucial concern in research on fairness in the context of Natural Language Processing (NLP). This study focuses on gender bias, occupational stereotypes, gender comparisons, and trait attributions. Numerous mitigation techniques depend on fine-tu...

Rakeshkumarreddy Ambati · International Journal of Int... · 0 citations

#federated learning Open access Sep 2026

Information Security and Federated Learning for Collaborative Healthcare Diagnosis

A federated learning framework with data locality for healthcare diagnostics that enables multiple hospitals to jointly train accurate models while keeping patient data within institutional boundaries is introduced.

Rakeshkumarreddy Ambati · International Journal of Art... · 0 citations