Persona-DB: Efficient Large Language Model Personalization for Response Prediction with Collaborative Data Refinement

C Sun, K Yang, RG Reddy, YR Fung, HP Chan… - arXiv preprint arXiv …, 2024 - arxiv.org
The increasing demand for personalized interactions with large language models (LLMs)
calls for the development of methodologies capable of accurately and efficiently identifying …

[PDF][PDF] Respond in Style: Personalising Review Response Generation by Optimising Continuous Prefixes

H Schaller - 2022 - cl.uzh.ch
Responses to online reviews need to be appropriate not only in terms of content but also
style. Previous work on the automatic generation of review responses using sequence-to …

[PDF][PDF] Personalizing Large Language Models

K Skopyk, A Chernodub, V Raheja - s3.eu-central-1.amazonaws.com
Large language models (LLMs), such as GPT-3 or T5, have gained popularity and
pervasiveness in recent years. Applications like dialogue and review generation systems …