WLiK/LLM4Rec-Awesome-Papers resource

Health v2 · maintenance only

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Adoption not part of the score

2309 stars · 164 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A curated awesome-list of papers, surveys, tutorials, datasets, and code resources on applying large language models to recommender systems. It accompanies the published survey 'A Survey on Large Language Models for Recommendation' and is continuously updated.

Use cases

• find papers on LLM-based recommendation systems
• research how large language models are used for recommendations
• find datasets for LLM recommender system experiments
• keep up with new LLM4Rec research
• find code implementations of LLM recommendation papers
• prepare a literature review on LLMs for recommendation

When to choose

• you are researching the intersection of LLMs and recommender systems
• you need a curated starting point of papers and datasets on LLM4Rec
• you want to track recent academic work in this area

When to avoid

• you need production-ready recommendation software rather than research references
• you want a maintained code library instead of a paper list

Facets

learning-resource · maturity active

documentation large-language-models artificial-intelligence awesome-lists tutorials awesome-list recommender-system survey papers llm4rec datasets research web-server

Member repositories

For agents

markdown · JSON · MCP: product_card(name="WLiK/LLM4Rec-Awesome-Papers")