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A survey on large language models for recommendation
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 …
Natural Language Processing (NLP) and have recently gained significant attention in the …
How can recommender systems benefit from large language models: A survey
J Lin, X Dai, Y ** review
P Sweetser - Proceedings of the 6th ACM Conference on …, 2024 - dl.acm.org
Large language models (LLMs) hold interesting potential for the design, development, and
research of video games. Building on the decades of prior research on generative AI in …
research of video games. Building on the decades of prior research on generative AI in …
Prompting large language models for recommender systems: A comprehensive framework and empirical analysis
Recently, large language models such as ChatGPT have showcased remarkable abilities in
solving general tasks, demonstrating the potential for applications in recommender systems …
solving general tasks, demonstrating the potential for applications in recommender systems …
Item-side fairness of large language model-based recommendation system
Recommendation systems for Web content distribution intricately connect to the information
access and exposure opportunities for vulnerable populations. The emergence of Large …
access and exposure opportunities for vulnerable populations. The emergence of Large …
Let me do it for you: Towards llm empowered recommendation via tool learning
Conventional recommender systems (RSs) face challenges in precisely capturing users' fine-
grained preferences. Large language models (LLMs) have shown capabilities in …
grained preferences. Large language models (LLMs) have shown capabilities in …
Usable XAI: 10 strategies towards exploiting explainability in the LLM era
Explainable AI (XAI) refers to techniques that provide human-understandable insights into
the workings of AI models. Recently, the focus of XAI is being extended towards Large …
the workings of AI models. Recently, the focus of XAI is being extended towards Large …
Recranker: Instruction tuning large language model as ranker for top-k recommendation
Large Language Models (LLMs) have demonstrated remarkable capabilities and have been
extensively deployed across various domains, including recommender systems. Prior …
extensively deployed across various domains, including recommender systems. Prior …