Shypd.aiThe largest open index of AI toolsAwesome-LLM-for-RecSys is a Research & Education tool that curates papers and resources on large language models (LLMs) for recommender systems. It provides a comprehensive collection for researchers and practitioners.
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Awesome-LLM-for-RecSys is an open-source GitHub repository that serves as a comprehensive survey and collection of papers and resources focused on the application of large language models (LLMs) in recommender systems. It categorizes research based on how LLMs are adapted within the recommendation pipeline, including LLM for Feature Engineering (user/item-level augmentation, instance generation) and LLM as Feature Encoder (representation enhancement, unified cross-domain recommendation). The repository is regularly updated with the latest research, including a survey paper accepted by ACM Transactions on Information Systems (TOIS). It's an invaluable resource for academics and industry professionals looking to stay current with advancements in LLM-enhanced recommendation technologies.
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