Recommender systems in the era of large language models (llms)

Z Zhao, W Fan, J Li, Y Liu, X Mei… - … on Knowledge and …, 2024 - ieeexplore.ieee.org
With the prosperity of e-commerce and web applications, Recommender Systems (RecSys)
have become an indispensable and important component, providing personalized …

A review of modern recommender systems using generative models (gen-recsys)

Y Deldjoo, Z He, J McAuley, A Korikov… - Proceedings of the 30th …, 2024 - dl.acm.org
Traditional recommender systems typically use user-item rating histories as their main data
source. However, deep generative models now have the capability to model and sample …

Chatcounselor: A large language models for mental health support

JM Liu, D Li, H Cao, T Ren, Z Liao, J Wu - arxiv preprint arxiv:2309.15461, 2023 - arxiv.org
This paper presents ChatCounselor, a large language model (LLM) solution designed to
provide mental health support. Unlike generic chatbots, ChatCounselor is distinguished by …