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cs.CL2026
From Retrieval to Weights: Parametric Individualization of Small Language Models with Individual Text Corpora
Christoph Wigbels, Ali Abusaleh, Markus T. Jansen +2
We approach a cognitive simulation perspective on episodic and semantic memory in multiple-choice question answering by incorporating text from individual text corpora (ITC) into r…
cs.IR2026
Individual Text Corpora Predict User-Specific Knowledge: Benchmarks of Individualized Knowledge Simulation
Christoph Wigbels, Ali Abusaleh, Markus T. Jansen +3
This study examines whether individual text corpora (ICs) from search histories can be used to simulate individual knowledge. We collected ICs from 316 adults, who answered 36 mult…