RUCAIBox / LC-RecLinks
[ICDE'24] Code of "Adapting Large Language Models by Integrating Collaborative Semantics for Recommendation."
☆176Updated last year
Alternatives and similar repositories for LC-Rec
Users that are interested in LC-Rec are comparing it to the libraries listed below
Sorting:
- End-to-end Training for Multimodal Recommendation Systems☆160Updated 9 months ago
- ☆266Updated last year
- Learnable Item Tokenization for Generative Recommendation (CIKM'24)☆102Updated 10 months ago
- Replication of the paper "Text Is All You Need: Learning Language Representations for Sequential Recommendation" on KDD'23.☆124Updated last year
- Minimal reproduction of OneRec☆360Updated this week
- [KDD'22] Official PyTorch implementation for "Towards Universal Sequence Representation Learning for Recommender Systems".☆205Updated last year
- ☆145Updated last year
- ☆68Updated last year
- ☆264Updated last year
- Large Language Model for Generative Recommendation☆73Updated last year
- This repository provides the code for implementing RPG described in our KDD'25 paper "Generating Long Semantic IDs in Parallel for Recomm…☆92Updated 2 months ago
- Code for paper "Towards Open-World Recommendation with Knowledge Augmentation from Large Language Models"☆101Updated last year
- Multimodal Dataset and Benchmark for Multi-domain and Cross-domain Recommendation System☆98Updated last year
- [ICDE'24] Code of "Adapting Large Language Models by Integrating Collaborative Semantics for Recommendation."☆54Updated last year
- [WWW'23] PyTorch implementation for "Learning Vector-Quantized Item Representation for Transferable Sequential Recommenders".☆86Updated 2 years ago
- The implementation for the work "CoLLM: Integrating Collaborative Embeddings into Large Language Models for Recommendation".☆132Updated 2 months ago
- Towards LLM-RecSys Alignment with Textual ID Learning☆56Updated last year
- Paper List of Pre-trained Foundation Recommender Models☆365Updated last year
- ☆24Updated 9 months ago
- A Large-scale Multimodal Dataset for recommender System☆169Updated 7 months ago
- Official implementation of paper "Reason4Rec: Large Language Models for Recommendation with Deliberative User Preference Alignment"☆37Updated 7 months ago
- ☆128Updated 2 years ago
- Code of Paper "ReLLa: Retrieval-enhanced Large Language Models for Mitigating Long Context Problems in Recommendation".☆53Updated last year
- [Pytorch] The repo contains the code for "FORGE: Forming Semantic Identifiers for Generative Retrieval in Industrial Datasets"☆110Updated last week
- ☆51Updated last year
- ☆39Updated last year
- [SIGIR'25] Code of "Generative Recommender with End-to-End Learnable Item Tokenization".☆28Updated 6 months ago
- ☆47Updated last month
- [Pytorch] Unofficial Implementation of "Recommender Systems with Generative Retrieval"☆106Updated 3 months ago
- Source code of TOIS paper "A Unified Framework for Multi-Domain CTR Prediction via Large Language Models"☆34Updated 11 months ago