With the prosperity of e-commerce and web applications, Recommender Systems (RecSys) have become an indispensable and important component in our daily lives, providing …
Abstract Large Language Models (LLMs) have emerged as powerful tools in the field of Natural Language Processing (NLP) and have recently gained significant attention in the …
In the past decades, recommender systems have attracted much attention in both research and industry communities. Existing recommendation models mainly learn the underlying …
Recently, large language models (LLMs)(eg, GPT-4) have demonstrated impressive general- purpose task-solving abilities, including the potential to approach recommendation tasks …
Y Gao, T Sheng, Y Xiang, Y Xiong, H Wang… - arXiv preprint arXiv …, 2023 - arxiv.org
Large language models (LLMs) have demonstrated their significant potential to be applied for addressing various application tasks. However, traditional recommender systems …
Recommender system plays a vital role in various online services. However, its insulated nature of training and deploying separately within a specific closed domain limits its access …
With the rapid development of online services and web applications, recommender systems (RS) have become increasingly indispensable for mitigating information overload and …
Recommender systems have seen significant advancements with the influence of deep learning and graph neural networks, particularly in capturing complex user-item …
Recent years have witnessed the wide adoption of large language models (LLM) in different fields, especially natural language processing and computer vision. Such a trend can also …