2 papers
cs.CL2026
Understanding Verbatim Memorization in LLMs Through Circuit Discovery
Ilya Lasy, Peter Knees, Stefan Woltran
Underlying mechanisms of memorization in LLMs -- the verbatim reproduction of training data -- remain poorly understood. What exact part of the network decides to retrieve a token…
cs.CL2026
Guiding Generative Storytelling with Knowledge Graphs
Zhijun Pan, Antonios Andronis, Eva Hayek +6
Large language models (LLMs) have shown great potential in story generation, but challenges remain in maintaining long-form coherence and effective, user-friendly control. Retrieva…