hyp1231 / awesome-generative-recommendationLinks
Awesome things about generative recommendation models.
☆80Updated 3 months ago
Alternatives and similar repositories for awesome-generative-recommendation
Users that are interested in awesome-generative-recommendation are comparing it to the libraries listed below
Sorting:
- ☆62Updated 11 months ago
- ☆140Updated last year
- ☆123Updated last year
- [WWW'23] PyTorch implementation for "Learning Vector-Quantized Item Representation for Transferable Sequential Recommenders".☆79Updated 2 years ago
- [ICLR 2025 Oral 🏆] The implementation of paper "Language Representations Can be What Recommenders Need: Findings and Potentials"☆87Updated 2 months ago
- ☆30Updated last month
- The latest paper list of large language model (LLM) for recommendation☆57Updated last year
- [ICDE'24] Code of "Adapting Large Language Models by Integrating Collaborative Semantics for Recommendation."☆142Updated 10 months ago
- The implementation for the work "CoLLM: Integrating Collaborative Embeddings into Large Language Models for Recommendation".☆108Updated 9 months ago
- ☆23Updated last year
- Towards LLM-RecSys Alignment with Textual ID Learning☆52Updated 11 months ago
- [NeurIPS 2024] The implementation of paper "On Softmax Direct Preference Optimization for Recommendation"☆80Updated 8 months ago
- [AAAI'25 Oral] The official implementation code of LLMEmb☆36Updated 4 months ago
- 🔥🔥🔥 KDD2024 Best Student Paper☆60Updated 5 months ago
- ☆36Updated last year
- ☆32Updated 10 months ago
- [NeurIPS'24 Spotlight] The official implementation code of LLM-ESR.☆32Updated last year
- [RelKD'24] Mamba4Rec: Towards Efficient Sequential Recommendation with Selective State Space Models☆105Updated 3 months ago
- Recommender systems with large language models (Paper list)☆62Updated last year
- Learnable Item Tokenization for Generative Recommendation (CIKM'24)☆69Updated 7 months ago
- Official implementation of paper "Reason4Rec: Large Language Models for Recommendation with Deliberative User Preference Alignment"☆35Updated 3 months ago
- A Large-scale Multimodal Dataset for recommender System☆152Updated 4 months ago
- ☆50Updated last year
- Replication of the paper "Text Is All You Need: Learning Language Representations for Sequential Recommendation" on KDD'23.☆118Updated last year
- CIKM'23, Prompt Distillation for Efficient LLM-based Recommendation☆45Updated 6 months ago
- ☆253Updated last year
- The code for ICLR2025 paper "SLMRec: Empowering Small Language Models for Sequential Recommendation".☆38Updated last month
- Multimodal Dataset and Benchmark for Multi-domain and Cross-domain Recommendation System☆95Updated 9 months ago
- A Large Short-video Recommendation Dataset with Raw Text/Audio/Image/Videos (Talk Invited by DeepMind).☆204Updated 6 months ago
- Code for paper "Towards Open-World Recommendation with Knowledge Augmentation from Large Language Models"☆98Updated 8 months ago