adxcreative / LEARNLinks
Official code of paper "LEARN: Knowledge Adaptation from Large Language Model to Recommendation for Practical Industrial Application" (AAAI 2025 Oral)
☆19Updated 4 months ago
Alternatives and similar repositories for LEARN
Users that are interested in LEARN are comparing it to the libraries listed below
Sorting:
- ☆119Updated last year
- [ICDE'24] Code of "Adapting Large Language Models by Integrating Collaborative Semantics for Recommendation."☆121Updated 8 months ago
- A Large-scale Multimodal Dataset for recommender System☆141Updated 2 months ago
- End-to-end Training for Multimodal Recommendation Systems☆149Updated 4 months ago
- ☆59Updated 9 months ago
- Replication of the paper "Text Is All You Need: Learning Language Representations for Sequential Recommendation" on KDD'23.☆115Updated last year
- [WWW'2023] "DCRec: Debiased Contrastive Learning for Sequential Recommendation"☆59Updated 2 years ago
- [WWW'23] PyTorch implementation for "Learning Vector-Quantized Item Representation for Transferable Sequential Recommenders".☆74Updated 2 years ago
- ☆103Updated 3 weeks ago
- ☆68Updated last year
- ☆48Updated 8 months ago
- [AAAI'25 Oral] The official implementation code of LLMEmb☆32Updated 2 months ago
- [KDD'22] Official PyTorch implementation for "Towards Universal Sequence Representation Learning for Recommender Systems".☆187Updated last year
- ☆20Updated 4 months ago
- Learnable Item Tokenization for Generative Recommendation (CIKM'24)☆46Updated 5 months ago
- Multimodal Dataset and Benchmark for Multi-domain and Cross-domain Recommendation System☆92Updated 8 months ago
- [WWW'2023] "MMSSL: Multi-Modal Self-Supervised Learning for Recommendation"☆198Updated 11 months ago
- ☆34Updated last year
- [NeurIPS'24 Spotlight] The official implementation code of LLM-ESR.☆34Updated 11 months ago
- Code for SIGIR 2024 paper: M3oE: Multi-Domain Multi-Task Mixture-of Experts Recommendation Framework☆38Updated 8 months ago
- [CSUR'24] Multimodal Recommender Systems: A Survey☆45Updated last year
- [SIGIR'25] Code of "Generative Recommender with End-to-End Learnable Item Tokenization".☆13Updated last month
- implementation code for 'PLATE: A Prompt-Enhanced Paradigm for Multi-Scenario Recommendations' in SIGIR 2023☆13Updated 8 months ago
- Code of Paper "ReLLa: Retrieval-enhanced Large Language Models for Mitigating Long Context Problems in Recommendation".☆50Updated last year
- Pytorch implementation for "Bootstrap Latent Representations for Multi-modal Recommendation"-WWW'23☆57Updated last year
- Diffusion Models, Recommender Systems, Recommendation, Diff4Rec☆60Updated 3 months ago
- [EMNLP 2024] Enhancing High-order Interaction Awareness in LLM-based Recommender Model.☆12Updated 4 months ago
- A curated collection of recommendation datasets with trackable dataset IDs☆58Updated 4 months ago
- [AAAI 2024] The open source code for "STEM: Unleashing the Power of Embeddings for Multi-Task Recommendation".☆53Updated 10 months ago
- Towards LLM-RecSys Alignment with Textual ID Learning☆52Updated 9 months ago