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20232026
most citedGUARD-D-LLM: An LLM-Based Risk Assessment Engine for the Downstream uses of LLMs

1 citations · 2 across the 9 of their papers we have counts for

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cs.CL2026

Beyond Accuracy and Surface Fluency: Risk-Sensitive Evaluation of LLMs for Legal Clause Generation

Devansh Singh, Sundaraparipurnan Narayanan

Large language models (LLMs) are increasingly used to draft contractual language, yet conventional accuracy or preference-based evaluations are poorly matched to legal drafting. A…

cs.CL2025

Unmasking the Reality of PII Masking Models: Performance Gaps and the Call for Accountability

Devansh Singh, Sundaraparipurnan Narayanan

Privacy Masking is a critical concept under data privacy involving anonymization and de-anonymization of personally identifiable information (PII). Privacy masking techniques rely…