Preethu Rose Anish

Pragmatic ambiguities in natural language requirements can be effectively detected and resolved using a retrieval-augmented approach that simulates diverse stakeholder expertise.

Automated translation of legal regulations into actionable software requirements could revolutionize compliance processes, making them more efficient and reliable.

LLMs prefer structured timelines extracted by a novel agentic framework over unstructured text for legal summarization, suggesting a path to better legal reasoning.