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Pavithra P. M. Nair

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#natural language process... Preprint Sep 2026

RupeeBias: Auditing Demographic Bias in Indian Economic Guidance from Large Language Models

Individuals turn to large language models (LLMs) for guidance across a wide range of economic tasks, from comparing loan options and planning savings to deciding what raise to ask for or how much to charge for their services. LLMs are known to reproduce social biases, and biased economic guidance may influence what use...

Pavithra P. M. Nair, Bhavik Talaviya, Shourya Bhushan et al. · 0 citations
Jul 2026

From Regulation to Requirements: An Automated Requirement Derivation and Explanation Pipeline

An automated regulation-to-requirements pipeline that identifies requirement-bearing clauses in regulatory documents and derives system-agnostic software requirements, accompanied by plain-language explanations, traceable to their legal sources is presented.

Pavithra P M Nair, P. Anish · 0 citations

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