2 papers
cs.AI2025
LegalWiz: A Multi-Agent Generation Framework for Contradiction Detection in Legal Documents
Ananya Mantravadi, Shivali Dalmia, Olga Pospelova +3
Retrieval-Augmented Generation (RAG) integrates large language models (LLMs) with external sources, but unresolved contradictions in retrieved evidence often lead to hallucinations…
cs.CL2025
Scalable multilingual PII annotation for responsible AI in LLMs
Bharti Meena, Joanna Skubisz, Harshit Rajgarhia +5
As Large Language Models (LLMs) gain wider adoption, ensuring their reliable handling of Personally Identifiable Information (PII) across diverse regulatory contexts has become ess…