jindongli-Ai / Next-Generation-LLM-based-Recommender-Systems-SurveyLinks
The official GitHub page for the survey paper "Towards Next-Generation LLM-based Recommender Systems: A Survey and Beyond". And this paper is under review.
☆195Updated 3 weeks ago
Alternatives and similar repositories for Next-Generation-LLM-based-Recommender-Systems-Survey
Users that are interested in Next-Generation-LLM-based-Recommender-Systems-Survey are comparing it to the libraries listed below
Sorting:
- ☆203Updated 6 months ago
- [ACL 2024] RA-ISF: Learning to Answer and Understand from Retrieval Augmentation via Iterative Self-Feedback.☆190Updated 8 months ago
- [arXiv'24] Large Language Model Enhanced Recommender Systems: Taxonomy, Trend, Application and Future☆72Updated 2 months ago
- The latest paper list of large language model (LLM) for recommendation☆56Updated last year
- ☆133Updated 10 months ago
- Multimodal Dataset and Benchmark for Multi-domain and Cross-domain Recommendation System☆92Updated 8 months ago
- ☆245Updated last year
- [WWW'2023] "MMSSL: Multi-Modal Self-Supervised Learning for Recommendation"☆198Updated 11 months ago
- Toolkit for Prompt Compression☆265Updated 3 months ago
- 🔥🔥🔥 Latest Advances on Large Recommendation Models☆86Updated 6 months ago
- 利用大模型赋能智能推荐,通过案例讲解大模型推荐算法原理,并且给出代码实现。☆77Updated 3 months ago
- Code for paper "Towards Open-World Recommendation with Knowledge Augmentation from Large Language Models"☆92Updated 6 months ago
- ☆59Updated 9 months ago
- Official implementation of paper "Reason4Rec: Large Language Models for Recommendation with Deliberative User Preference Alignment"☆31Updated last month
- ☆35Updated 2 months ago
- [WWW'2024] "RLMRec: Representation Learning with Large Language Models for Recommendation"☆394Updated 11 months ago
- The code for the paper "MISSRec: Pre-training and Transferring Multi-modal Interest-aware Sequence Representation for Recommendation" (AC…☆48Updated last year
- The implementation for the work "CoLLM: Integrating Collaborative Embeddings into Large Language Models for Recommendation".☆97Updated 7 months ago
- A Comprehensive Survey of Self-Supervised Learning for Recommendation☆116Updated 9 months ago
- [ICLR 2025] Tool-Planner: Task Planning with Clusters across Multiple Tools☆110Updated 3 weeks ago
- Source codes for paper "MACRec: A Multi-Agent Collaboration Framework for Recommendation" at SIGIR 2024☆78Updated last week
- A highly-modularized and recommendation-efficient recommendation library based on PyTorch.☆189Updated 3 months ago
- ☆48Updated last year
- ☆22Updated 5 months ago
- A Large-scale Multimodal Dataset for recommender System☆141Updated 2 months ago
- The latest research progress of Contrastive Learning(CL), Data Augmentation(DA) and Self-Supervised Learning(SSL) in Recommender Systems☆398Updated 2 weeks ago
- [NeurIPS 2024] The implementation of paper "On Softmax Direct Preference Optimization for Recommendation"☆76Updated 6 months ago
- 🎓Automatically Update Recommendation Papers Daily using Github Actions (Update Every 12th hours)☆50Updated this week
- ☆119Updated last year
- ☆61Updated last year