[TMLR 2025] A general framework for bridging LLMs and recommendation systems via reinforcement learning. https://arxiv.org/pdf/2503.24289
☆129Jan 28, 2026Updated last month
Alternatives and similar repositories for Rec-R1
Users that are interested in Rec-R1 are comparing it to the libraries listed below
Sorting:
- [SIGIR 2025] The official repo for "Scaling Sparse and Dense Retrieval in Decoder-Only LLMs"☆20Mar 31, 2025Updated 11 months ago
- [NeurIPS 2024] The implementation of paper "On Softmax Direct Preference Optimization for Recommendation"☆97Nov 29, 2024Updated last year
- ☆20Sep 5, 2024Updated last year
- [AAAI'25 Oral] The official implementation code of LLMEmb☆52Mar 13, 2025Updated last year
- [NeurIPS'24 Spotlight] The official implementation code of LLM-ESR.☆49Jun 27, 2024Updated last year
- Towards LLM-RecSys Alignment with Textual ID Learning☆56Aug 15, 2024Updated last year
- (WWW'24 + LinkedIn) The first RS that tightly combines LLM with ID-based RS☆173Aug 7, 2024Updated last year
- Implementation of NAACL'25 "Empowering Retrieval-based Conversational Recommendation with Contrasting User Preferences"☆14Sep 9, 2025Updated 6 months ago
- ☆24Nov 16, 2023Updated 2 years ago
- ☆17Jun 3, 2024Updated last year
- Official implementation of Panacea: A foundation model for clinical trial design, recruitment, search, and summarization.☆18Dec 24, 2024Updated last year
- The official source code for "Vision Language Model is NOT All You Need: Augmentation Strategies for Molecule Language Model".☆14Jul 23, 2024Updated last year
- [EMNLP 2023] ReLM: Leveraging Language Models for Enhanced Chemical Reaction Prediction.☆22Jan 28, 2024Updated 2 years ago
- [WSDM'25] "Temporal Linear Item-Item Model for Sequential Recommendation"☆25Feb 27, 2025Updated last year
- ☆12Jun 19, 2024Updated last year
- ☆162Jul 12, 2024Updated last year
- ☆52Aug 6, 2025Updated 7 months ago
- ☆54Jan 24, 2024Updated 2 years ago
- (ICLR'26 + Netflix) Rank-GRPO: Training LLM-based Conversational Recommender Systems with Reinforcement Learning☆39Nov 17, 2025Updated 4 months ago
- [WWW'2024] "RLMRec: Representation Learning with Large Language Models for Recommendation"☆449Jun 26, 2024Updated last year
- Code for the Paper "ERASE: Benchmarking Feature Selection Methods for Deep Recommender Systems"☆30Jan 2, 2025Updated last year
- The official implementation of Hard Negative Sampling via Large Language Models for Recommendation.☆11Jan 17, 2026Updated 2 months ago
- The implementation for the work "CoLLM: Integrating Collaborative Embeddings into Large Language Models for Recommendation".☆146Sep 12, 2025Updated 6 months ago
- [ICLR24] Better Neural PDE Solvers Through Data-Free Mesh Movers☆17Mar 20, 2024Updated 2 years ago
- ☆25Sep 7, 2025Updated 6 months ago
- Learnable Item Tokenization for Generative Recommendation (Most Cited Paper at CIKM'24)☆141Jan 1, 2025Updated last year
- [SIGIR'25] Code of "Generative Recommender with End-to-End Learnable Item Tokenization".☆23Apr 17, 2025Updated 11 months ago
- [CSUR'24] Multimodal Recommender Systems: A Survey☆61May 31, 2024Updated last year
- [Under Review] Think Before Recommend: Unleashing the Latent Reasoning Power for Sequential Recommendation☆63Dec 28, 2025Updated 2 months ago
- [EMNLP2025] "RecGPT: A Foundation Model for Sequential Recommendation"☆52Oct 14, 2025Updated 5 months ago
- ☆281Feb 5, 2024Updated 2 years ago
- MathFusion: Enhancing Mathematical Problem-solving of LLM through Instruction Fusion (ACL 2025)☆35Jul 16, 2025Updated 8 months ago
- The official source code for [2026 ICLR] "IR-Agent: Expert-Inspired LLM Agents for Structure Elucidation from Infrared Spectra"☆11Feb 25, 2026Updated 3 weeks ago
- [ICLR 2024] Towards Unified Multi-Modal Personalization: Large Vision-Language Models for Generative Recommendation and Beyond☆22Apr 29, 2024Updated last year
- Implementation of LaViC (KDD 2025)☆12Jun 1, 2025Updated 9 months ago
- A Large Short-video Recommendation Dataset with Raw Text/Audio/Image/Videos (Talk Invited by DeepMind).☆259Jan 27, 2025Updated last year
- [KDD'25] Large Language Model Enhanced Recommender Systems: Methods, Applications and Trends☆115Mar 10, 2025Updated last year
- All code necessary for reproducing the "Improving Sequential Recommendation with LLMs" and "Leveraging Large Language Models for Sequenti…☆118Feb 5, 2024Updated 2 years ago
- The official source code for "Subgraph Federated Learning for Local Generalization (FedLoG)" at ICLR 2025 (Oral).☆15May 6, 2025Updated 10 months ago