169 citations · 227 across the 13 of their papers we have counts for
3 papers · 1 filter
Improving Diversity in LLM Short Story Generation
Zahra Solati Dehkordi, Vasileios Lampos
Large language models (LLMs) can generate accurate responses, but these are void of diversity. We attempt to address this for the task of creative short story generation. Drawing o…
Removing the NEEDLE in the Haystack: Backdoor Removal in LLMs via Weight Orthogonalisation
Minoo Kim, Vasileios Lampos, George Drayson
Backdoor attacks can be implanted in Large Language Models (LLMs) during training, causing unwanted behaviour when a trigger appears in the input. Existing backdoor defences for LL…
From Jumps to Signatures: a Generative Method for Temporal Point Processes
Niels Cariou-Kotlarek, Vasileios Lampos
Rough path signatures are a universal feature map for continuous paths and, via the expected signature, characterise path distributions. These guarantees do not directly extend to…