WujiangXu / SLMRecLinks
The code for ICLR2025 paper "SLMRec: Empowering Small Language Models for Sequential Recommendation".
☆44Updated 5 months ago
Alternatives and similar repositories for SLMRec
Users that are interested in SLMRec are comparing it to the libraries listed below
Sorting:
- The implementation for the work "CoLLM: Integrating Collaborative Embeddings into Large Language Models for Recommendation".☆135Updated 2 months ago
- ☆149Updated last year
- [ICLR 2025 Oral 🏆] The implementation of paper "Language Representations Can be What Recommenders Need: Findings and Potentials"☆95Updated 6 months ago
- [WWW'23] PyTorch implementation for "Learning Vector-Quantized Item Representation for Transferable Sequential Recommenders".☆86Updated 2 years ago
- ☆49Updated last month
- 🔥🔥🔥 KDD2024 Best Student Paper☆65Updated 9 months ago
- Data-efficient Fine-tuning for LLM-based Recommendation (SIGIR'24)☆40Updated 9 months ago
- [NeurIPS'24 Spotlight] The official implementation code of LLM-ESR.☆44Updated last year
- ☆23Updated 2 years ago
- ☆69Updated last year
- ☆40Updated 2 years ago
- Awesome things about generative recommendation models.☆101Updated 7 months ago
- The latest paper list of large language model (LLM) for recommendation☆58Updated last year
- CIKM'23, Prompt Distillation for Efficient LLM-based Recommendation☆49Updated 10 months ago
- ☆129Updated 2 years ago
- The official implementation for Sequential Recommendation with Latent Relations based on Large Language Model☆40Updated last month
- Code for paper "Towards Open-World Recommendation with Knowledge Augmentation from Large Language Models"☆102Updated last year
- [AAAI'25 Oral] The official implementation code of LLMEmb☆48Updated 8 months ago
- [KDD'25] Large Language Model Enhanced Recommender Systems: Methods, Applications and Trends☆109Updated 9 months ago
- ☆35Updated last year
- Diffusion Models, Recommender Systems, Recommendation, Diff4Rec☆76Updated 9 months ago
- [CIKM '24] Implementation of "Multi-Behavior Generative Recommendation"☆48Updated last year
- ☆44Updated 2 years ago
- Large Language Model for Generative Recommendation☆73Updated last year
- Learnable Item Tokenization for Generative Recommendation (CIKM'24)☆108Updated 11 months ago
- Official source code for RepPad (RecSys 2024) and RepPad-ENS☆14Updated 4 months ago
- Towards LLM-RecSys Alignment with Textual ID Learning☆56Updated last year
- The official implementation code of the CIKM 2024 paper "Sequence-level Semantic Representation Fusion for Recommender Systems".☆14Updated 8 months ago
- [RelKD'24] Mamba4Rec: Towards Efficient Sequential Recommendation with Selective State Space Models☆119Updated 8 months ago
- All code necessary for reproducing the "Improving Sequential Recommendation with LLMs" and "Leveraging Large Language Models for Sequenti…☆112Updated last year