Applied-Machine-Learning-Lab / LLM_User_SimulatorLinks
Code for AAAI'25 paper: LLM-Powered User Simulator for Recommender System
☆18Updated 9 months ago
Alternatives and similar repositories for LLM_User_Simulator
Users that are interested in LLM_User_Simulator are comparing it to the libraries listed below
Sorting:
- This is the official implementation of the paper "Generative Retrieval with Semantic Tree-Structured Item Identifiers via Contrastive Lea…☆22Updated 10 months ago
- ☆34Updated last year
- Recommender systems with large language models (Paper list)☆63Updated last year
- A general framework for bridging LLMs and recommendation systems via reinforcement learning. https://arxiv.org/pdf/2503.24289☆116Updated last month
- ☆57Updated last year
- [ICLR 2025 Oral 🏆] The implementation of paper "Language Representations Can be What Recommenders Need: Findings and Potentials"☆91Updated 5 months ago
- Awesome things about generative recommendation models.☆93Updated 5 months ago
- The latest paper list of large language model (LLM) for recommendation☆57Updated last year
- [AAAI'25 Oral] The official implementation code of LLMEmb☆42Updated 7 months ago
- Uncovering Selective State Space Model's Capabilities in Lifelong Sequential Recommendation☆33Updated last year
- A Large-scale Multimodal Dataset for recommender System☆162Updated 7 months ago
- An index for papers on large language model agents for recommendation and search.☆60Updated 6 months ago
- [CIKM'2024] "RecDiff: Diffusion Model for Social Recommendation"☆82Updated 4 months ago
- ☆69Updated 11 months ago
- The implementation for the work "CoLLM: Integrating Collaborative Embeddings into Large Language Models for Recommendation".☆127Updated last month
- [RelKD'24] Mamba4Rec: Towards Efficient Sequential Recommendation with Selective State Space Models☆115Updated 6 months ago
- [NeurIPS'24 Spotlight] The official implementation code of LLM-ESR.☆39Updated last year
- ☆143Updated last year
- Generative Recommendation: Towards Next-generation Recommender Paradigm☆67Updated last year
- [NeurIPS 2024] The implementation of paper "On Softmax Direct Preference Optimization for Recommendation"☆84Updated 10 months ago
- ☆128Updated last year
- ☆63Updated last year
- We introduce the direct document relevance optimization (DDRO) for training a pairwise ranker model. DDRO encourages the model to focus o…☆31Updated last month
- 🔥🔥🔥 Latest Advances on Large Recommendation Models☆106Updated 10 months ago
- ☆23Updated last year
- ☆71Updated 10 months ago
- CIKM'23, Prompt Distillation for Efficient LLM-based Recommendation☆49Updated 8 months ago
- Code for paper "Towards Open-World Recommendation with Knowledge Augmentation from Large Language Models"☆100Updated 11 months ago
- Source codes for paper "MACRec: A Multi-Agent Collaboration Framework for Recommendation" at SIGIR 2024☆91Updated 4 months ago
- [EMNLP2025] "EasyRec: Simple yet Effective Language Model for Recommendation"☆119Updated 7 months ago