HappyPointer / LLM2RecLinks
[KDD'25] LLM2Rec: Large Language Models Are Powerful Embedding Models for Sequential Recommendation.
β30Updated 2 weeks ago
Alternatives and similar repositories for LLM2Rec
Users that are interested in LLM2Rec are comparing it to the libraries listed below
Sorting:
- A general framework for bridging LLMs and recommendation systems via reinforcement learning. https://arxiv.org/pdf/2503.24289β111Updated 3 weeks ago
- [ICLR 2025 Oral π] The implementation of paper "Language Representations Can be What Recommenders Need: Findings and Potentials"β89Updated 4 months ago
- [NeurIPS 2024] The implementation of paper "On Softmax Direct Preference Optimization for Recommendation"β84Updated 9 months ago
- The latest paper list of large language model (LLM) for recommendationβ57Updated last year
- Recommender systems with large language models (Paper list)β63Updated last year
- π₯π₯π₯ Latest Advances on Large Recommendation Modelsβ104Updated 9 months ago
- [ICLR 2024] Towards Unified Multi-Modal Personalization: Large Vision-Language Models for Generative Recommendation and Beyondβ20Updated last year
- (WWW'24 + LinkedIn) The first RS that tightly combines LLM with ID-based RSβ156Updated last year
- A Multilingual Dataset For Cross-lingual News Recommendationβ21Updated last year
- This is the official repository for the generative information retrieval survey. [TOIS 2025]β186Updated 5 months ago
- Source codes for paper "MACRec: A Multi-Agent Collaboration Framework for Recommendation" at SIGIR 2024β88Updated 3 months ago
- β143Updated last year
- β65Updated 10 months ago
- The implementation for the work "CoLLM: Integrating Collaborative Embeddings into Large Language Models for Recommendation".β121Updated 2 weeks ago
- (WSDM 2024) Official implementation of the paper "ONCE: Boosting Content-based Recommendation with Both Open- and Closed-source Large Lanβ¦β88Updated 7 months ago
- A Large Short-video Recommendation Dataset with Raw Text/Audio/Image/Videos (Talk Invited by DeepMind).β213Updated 7 months ago
- CIKM'23, Prompt Distillation for Efficient LLM-based Recommendationβ47Updated 8 months ago
- Code for paper "Towards Open-World Recommendation with Knowledge Augmentation from Large Language Models"β102Updated 10 months ago
- Towards LLM Empowered Recommendation via Tool Learningβ17Updated last month
- [EMNLP2025] "EasyRec: Simple yet Effective Language Model for Recommendation"β117Updated 7 months ago
- Towards LLM-RecSys Alignment with Textual ID Learningβ54Updated last year
- Multimodal Dataset and Benchmark for Multi-domain and Cross-domain Recommendation Systemβ96Updated 11 months ago
- This repository provides the code for implementing RPG described in our KDD'25 paper "Generating Long Semantic IDs in Parallel for Recommβ¦β76Updated 2 weeks ago
- β61Updated 2 years ago
- [KDD'2024] "HiGPT: Heterogenous Graph Language Models"β137Updated last year
- [RelKD'24] Mamba4Rec: Towards Efficient Sequential Recommendation with Selective State Space Modelsβ111Updated 5 months ago
- How to Index Item IDs for Recommendation Foundation Modelsβ84Updated 3 months ago
- [ECIR'24] Implementation of "Large Language Models are Zero-Shot Rankers for Recommender Systems"β304Updated 4 months ago
- Official implementation of paper "Reason4Rec: Large Language Models for Recommendation with Deliberative User Preference Alignment"β36Updated 5 months ago
- Efficient Multimodal Foundation Model Adaptation for Recommendationβ34Updated last week