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cs.CL2026
DYCP: Dynamic Context Pruning for Long-Form Dialogue with LLMs
Nayoung Choi, Jonathan Zhang, Jinho D. Choi
Large Language Models (LLMs) increasingly operate over long-form dialogues with frequent topic shifts. While recent LLMs support extended context windows, efficient management of d…
cs.CL2025★ 1 cited
Secure Multifaceted-RAG for Enterprise: Hybrid Knowledge Retrieval with Security Filtering
Grace Byun, Shinsun Lee, Nayoung Choi +1
Existing Retrieval-Augmented Generation (RAG) systems face challenges in enterprise settings due to limited retrieval scope and data security risks. When relevant internal document…