facebookresearch / RPG_KDD2025Links
This repository provides the code for implementing RPG described in our KDD'25 paper "Generating Long Semantic IDs in Parallel for Recommendation".
☆28Updated 2 weeks ago
Alternatives and similar repositories for RPG_KDD2025
Users that are interested in RPG_KDD2025 are comparing it to the libraries listed below
Sorting:
- Towards LLM-RecSys Alignment with Textual ID Learning☆52Updated 10 months ago
- [WWW'23] PyTorch implementation for "Learning Vector-Quantized Item Representation for Transferable Sequential Recommenders".☆76Updated 2 years ago
- This is the official PyTorch implementation for the paper: "EulerNet: Adaptive Feature Interaction Learning via Euler’s Formula for CTR P…☆28Updated 10 months ago
- ☆24Updated last year
- This is the official implementation of the paper "Generative Retrieval with Semantic Tree-Structured Item Identifiers via Contrastive Lea…☆18Updated 6 months ago
- Multi-domain Recommendation with Adapter Tuning☆32Updated last year
- ☆35Updated last year
- ☆26Updated 2 months ago
- Codebase for KDD 2023 paper, Text Is All You Need: Learning Language Representations for Sequential Recommendation☆64Updated last year
- Code of Paper "ReLLa: Retrieval-enhanced Large Language Models for Mitigating Long Context Problems in Recommendation".☆50Updated last year
- A general framework for bridging LLMs and recommendation systems via reinforcement learning. https://arxiv.org/pdf/2503.24289☆93Updated 3 weeks ago
- The code for the paper "RAT: Retrieval-Augmented Transformer for Click-Through Rate Prediction" (WWW 24 short paper)☆32Updated last year
- PMMRec: Multi-Modality is All You Need for Transferable Recommender Systems☆21Updated last year
- Recommender systems with large language models (Paper list)☆61Updated last year
- implementation code for 'PLATE: A Prompt-Enhanced Paradigm for Multi-Scenario Recommendations' in SIGIR 2023☆13Updated 9 months ago
- [CIKM '24] Implementation of "Multi-Behavior Generative Recommendation"☆36Updated 10 months ago
- [ACL 2023] UniTRec: A Unified Text-to-Text Transformer and Joint Contrastive Learning Framework for Text-based Recommendation☆26Updated last year
- Code for 'Diff-MSR: A Diffusion Model Enhanced Paradigm for Cold-Start Multi-Scenario Recommendation' accepted to WSDM 2024☆11Updated 9 months ago
- [ICDE'24] Code of "Adapting Large Language Models by Integrating Collaborative Semantics for Recommendation."☆38Updated 9 months ago
- The code for ICLR2025 paper "SLMRec: Empowering Small Language Models for Sequential Recommendation".☆29Updated last week
- ☆48Updated last year
- [SIGIR'25] Code of "Generative Recommender with End-to-End Learnable Item Tokenization".☆15Updated 2 months ago
- The website of CIKM 2023 resource paper "KuaiSAR: A Unified Search And Recommendation Dataset"☆22Updated last year
- ☆17Updated last year
- Code for MM'23 paper "Personalized Behavior-Aware Transformer for Multi-Behavior Sequential Recommendation"☆29Updated last year
- [ICLR 2025 Oral 🏆] The implementation of paper "Language Representations Can be What Recommenders Need: Findings and Potentials"☆77Updated last month
- ☆49Updated 8 months ago
- Language Models as Semantic Indexers (ICML 2024)☆32Updated last year
- CIKM'23, Prompt Distillation for Efficient LLM-based Recommendation☆44Updated 5 months ago
- ☆13Updated last year