RUCAIBox / LC-RecLinks
[ICDE'24] Code of "Adapting Large Language Models by Integrating Collaborative Semantics for Recommendation."
☆162Updated 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:
- ☆258Updated last year
- End-to-end Training for Multimodal Recommendation Systems☆156Updated 8 months ago
- Replication of the paper "Text Is All You Need: Learning Language Representations for Sequential Recommendation" on KDD'23.☆121Updated last year
- Learnable Item Tokenization for Generative Recommendation (CIKM'24)☆92Updated 9 months ago
- [KDD'22] Official PyTorch implementation for "Towards Universal Sequence Representation Learning for Recommender Systems".☆197Updated last year
- This repository provides the code for implementing RPG described in our KDD'25 paper "Generating Long Semantic IDs in Parallel for Recomm…☆80Updated 3 weeks ago
- Large Language Model for Generative Recommendation☆72Updated last year
- Paper List of Pre-trained Foundation Recommender Models☆363Updated last year
- The implementation for the work "CoLLM: Integrating Collaborative Embeddings into Large Language Models for Recommendation".☆125Updated 3 weeks ago
- ☆143Updated last year
- Multimodal Dataset and Benchmark for Multi-domain and Cross-domain Recommendation System☆96Updated last year
- ☆51Updated last year
- A Large-scale Multimodal Dataset for recommender System☆161Updated 6 months ago
- Towards LLM-RecSys Alignment with Textual ID Learning☆53Updated last year
- ☆260Updated last year
- ☆65Updated last year
- Code for paper "Towards Open-World Recommendation with Knowledge Augmentation from Large Language Models"☆100Updated 10 months ago
- ☆39Updated last year
- Code of Paper "ReLLa: Retrieval-enhanced Large Language Models for Mitigating Long Context Problems in Recommendation".☆53Updated last year
- [WWW'23] PyTorch implementation for "Learning Vector-Quantized Item Representation for Transferable Sequential Recommenders".☆84Updated 2 years ago
- ☆24Updated 8 months ago
- [ICDE'24] Code of "Adapting Large Language Models by Integrating Collaborative Semantics for Recommendation."☆49Updated last year
- ☆128Updated last year
- (WWW'24 + LinkedIn) The first RS that tightly combines LLM with ID-based RS☆156Updated last year
- A Large Short-video Recommendation Dataset with Raw Text/Audio/Image/Videos (Talk Invited by DeepMind).☆214Updated 8 months ago
- ☆33Updated last month
- [SIGIR'25] Code of "Generative Recommender with End-to-End Learnable Item Tokenization".☆25Updated 5 months ago
- Official implementation of paper "Reason4Rec: Large Language Models for Recommendation with Deliberative User Preference Alignment"☆36Updated 5 months ago
- A highly-modularized and recommendation-efficient recommendation library based on PyTorch.☆195Updated 7 months ago
- GRID: Generative Recommendation with Semantic IDs☆320Updated 3 weeks ago