linjc16 / Rec-R1Links
[TMLR 2025] A general framework for bridging LLMs and recommendation systems via reinforcement learning. https://arxiv.org/pdf/2503.24289
☆119Updated 3 months ago
Alternatives and similar repositories for Rec-R1
Users that are interested in Rec-R1 are comparing it to the libraries listed below
Sorting:
- [NeurIPS 2024] The implementation of paper "On Softmax Direct Preference Optimization for Recommendation"☆88Updated last year
- Recommender systems with large language models (Paper list)☆64Updated 2 years ago
- Towards LLM-RecSys Alignment with Textual ID Learning☆56Updated last year
- [ICLR 2025 Oral 🏆] The implementation of paper "Language Representations Can be What Recommenders Need: Findings and Potentials"☆95Updated 6 months ago
- This is the official implementation of the paper "Generative Retrieval with Semantic Tree-Structured Item Identifiers via Contrastive Lea…☆22Updated 11 months ago
- ☆149Updated last year
- Language Models as Semantic Indexers (ICML 2024)☆37Updated last year
- ☆62Updated 2 years ago
- Learning to Tokenize for Generative Retrieval (NeurIPS 2023)☆83Updated last year
- This repository provides the code for implementing RPG described in our KDD'25 paper "Generating Long Semantic IDs in Parallel for Recomm…☆97Updated 3 months ago
- [RelKD'24] Mamba4Rec: Towards Efficient Sequential Recommendation with Selective State Space Models☆119Updated 8 months ago
- About The official GitHub page for ''Rethinking the Evaluation for Conversational Recommendation in the Era of Large Language Models'' R…☆56Updated 2 years ago
- code for EACL2024-main:Generative Dense Retrieval: Memory Can Be a Burden☆32Updated last year
- Source codes for paper "MACRec: A Multi-Agent Collaboration Framework for Recommendation" at SIGIR 2024☆99Updated 6 months ago
- Code of Paper "ReLLa: Retrieval-enhanced Large Language Models for Mitigating Long Context Problems in Recommendation".☆53Updated last year
- [KDD'25] LLM2Rec: Large Language Models Are Powerful Embedding Models for Sequential Recommendation.☆47Updated 3 months ago
- Code for the Paper "Zero-Shot Next-Item Recommendation using Large Pretrained Language Models"☆140Updated 2 years ago
- CIKM'23, Prompt Distillation for Efficient LLM-based Recommendation☆49Updated 10 months ago
- ☆23Updated 2 years ago
- ☆51Updated last year
- (WSDM 2024) Official implementation of the paper "ONCE: Boosting Content-based Recommendation with Both Open- and Closed-source Large Lan…☆88Updated 9 months ago
- The latest paper list of large language model (LLM) for recommendation☆58Updated last year
- ☆15Updated 6 months ago
- Multi-domain Recommendation with Adapter Tuning☆33Updated last year
- [NeurIPS'24 Spotlight] The official implementation code of LLM-ESR.☆44Updated last year
- The implementation for the work "CoLLM: Integrating Collaborative Embeddings into Large Language Models for Recommendation".☆135Updated 2 months ago
- [EMNLP'2025] "EasyRec: Simple yet Effective Language Model for Recommendation"☆130Updated last month
- Generative Recommendation: Towards Next-generation Recommender Paradigm☆67Updated last year
- [EMNLP2025] "RecGPT: A Foundation Model for Sequential Recommendation"☆43Updated last month
- [ACL 2024] RDRec: Rationale Distillation for LLM-based Recommendation☆37Updated 6 months ago