Junewang0614 / ColaRecLinks
Content-Based Collaborative Generation for Recommender Systems (CIKM 2024)
☆23Updated 8 months ago
Alternatives and similar repositories for ColaRec
Users that are interested in ColaRec are comparing it to the libraries listed below
Sorting:
- [ICDE'24] Code of "Adapting Large Language Models by Integrating Collaborative Semantics for Recommendation."☆147Updated 11 months ago
- Replication of the paper "Text Is All You Need: Learning Language Representations for Sequential Recommendation" on KDD'23.☆119Updated last year
- Learnable Item Tokenization for Generative Recommendation (CIKM'24)☆72Updated 7 months ago
- [KDD'22] Official PyTorch implementation for "Towards Universal Sequence Representation Learning for Recommender Systems".☆193Updated last year
- ☆253Updated last year
- [SIGIR'25] Code of "Generative Recommender with End-to-End Learnable Item Tokenization".☆18Updated 3 months ago
- Towards LLM-RecSys Alignment with Textual ID Learning☆52Updated 11 months ago
- ☆36Updated last year
- Codebase for KDD 2023 paper, Text Is All You Need: Learning Language Representations for Sequential Recommendation☆64Updated last year
- [WWW'23] PyTorch implementation for "Learning Vector-Quantized Item Representation for Transferable Sequential Recommenders".☆79Updated 2 years ago
- The implementation for the work "CoLLM: Integrating Collaborative Embeddings into Large Language Models for Recommendation".☆109Updated last week
- ☆255Updated 11 months ago
- Large Language Model for Generative Recommendation☆72Updated last year
- Code for paper "Towards Open-World Recommendation with Knowledge Augmentation from Large Language Models"☆98Updated 8 months ago
- 🔥🔥🔥 KDD2024 Best Student Paper☆60Updated 5 months ago
- (WSDM 2024) Official implementation of the paper "ONCE: Boosting Content-based Recommendation with Both Open- and Closed-source Large Lan…☆86Updated 5 months ago
- ☆62Updated 11 months ago
- ☆50Updated last year
- Official implementation of paper "Reason4Rec: Large Language Models for Recommendation with Deliberative User Preference Alignment"☆36Updated 4 months ago
- ☆140Updated last year
- [AAAI'25 Oral] The official implementation code of LLMEmb☆38Updated 4 months ago
- Source code for SIGIR 2023 paper: Prompt Learning for News Recommendation☆82Updated 5 months ago
- End-to-end Training for Multimodal Recommendation Systems☆153Updated 6 months ago
- ☆22Updated last year
- [ICDE'24] Code of "Adapting Large Language Models by Integrating Collaborative Semantics for Recommendation."☆43Updated 11 months ago
- Code of Paper "ReLLa: Retrieval-enhanced Large Language Models for Mitigating Long Context Problems in Recommendation".☆51Updated last year
- ☆107Updated 2 months ago
- ☆16Updated last year
- ☆124Updated last year
- [arXiv'24] Large Language Model Enhanced Recommender Systems: Taxonomy, Trend, Application and Future☆82Updated 5 months ago