Profiler: Per-Question Persona Conditioning of Frozen LLMs via Retrieval and Fusion of Synthesized Profiles

Rabimba Karanjai, Yang Lu, Lei Xu, Weidong Shi Jan 1, 2026
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Abstract

Preprint: A retrieval-augmented persona generation architecture that conditions frozen models dynamically.

Type Preprint
Venue EMNLP 2026 (Under Review)
Date Jan 2026
LLMs Persona Tuning First Author
LLMs Persona Tuning First Author