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Pavithra PM Nair

2 papers indexed

arxivcs.SEcs.AI2026-07-05

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

Pavithra PM Nair, Preethu Rose Anish

Ensuring software compliance with regulations such as the General Data Protection Regulation (GDPR) and the Artificial Intelligence Act (EU AI Act) poses a significant challenge, as requirements engineers must translate complex legal text into actionable software requirements - a…

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arxivcs.SEcs.AI2026-07-05

A Retrieval-Augmented Framework for Detecting and Resolving Pragmatic Ambiguities in Natural Language Requirements

Pavithra PM Nair, Preethu Rose Anish

Natural language requirements (NLRs) are essential for bridging communication gaps among diverse stakeholders in software development. However, the inherent ambiguity in NLRs can pose significant challenges. In particular, some requirements may be misinterpreted due to varying co…

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