Data-efficient Fine-tuning for LLM-based Recommendation (SIGIR'24)
☆40Feb 21, 2025Updated last year
Alternatives and similar repositories for DEALRec
Users that are interested in DEALRec are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- The official implementation for Sequential Recommendation with Latent Relations based on Large Language Model☆45Nov 3, 2025Updated 7 months ago
- ☆12Jun 19, 2024Updated last year
- The official pytorch implementation of our proposed model MISSL (ICDE-24).☆13Dec 8, 2023Updated 2 years ago
- ☆170Apr 1, 2025Updated last year
- ☆75Sep 1, 2024Updated last year
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- The official implementation of Hard Negative Sampling via Large Language Models for Recommendation.☆11Jan 17, 2026Updated 4 months ago
- Official PyTorch implementation for our SIGIR'24 paper Disentangled Contrastive Hypergraph Learning for Next POI Recommendation☆30Sep 8, 2024Updated last year
- ☆13May 8, 2023Updated 3 years ago
- Code used in ACL rebuttal☆31Sep 3, 2024Updated last year
- [NeurIPS 2023] The implementation of paper "Empowering Collaborative Filtering Generalization via Principled Adversarial Contrastive Loss…☆21Feb 21, 2024Updated 2 years ago
- Bridging Items and Language: A Transition Paradigm for Large Language Model-Based Recommendation (KDD'24)☆24Aug 1, 2024Updated last year
- Official implementation of paper "Reason4Rec: Large Language Models for Recommendation with Deliberative User Preference Alignment"☆44Apr 10, 2025Updated last year
- [KDD 2025] Fine-tuning Multimodal Large Language Models for Product Bundling☆15Sep 20, 2025Updated 8 months ago
- Code of Paper "ReLLa: Retrieval-enhanced Large Language Models for Mitigating Long Context Problems in Recommendation".☆58Mar 8, 2024Updated 2 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- The repository of paper Personalized Multimodal Response Generation with Large Language Models☆18Jun 28, 2024Updated last year
- [NeurIPS 2024] The implementation of paper "On Softmax Direct Preference Optimization for Recommendation"☆100Nov 29, 2024Updated last year
- (ICLR'26 + Netflix) Rank-GRPO: Training LLM-based Conversational Recommender Systems with Reinforcement Learning☆52May 23, 2026Updated 3 weeks ago
- The implementation for the work "CoLLM: Integrating Collaborative Embeddings into Large Language Models for Recommendation".☆153Sep 12, 2025Updated 9 months ago
- ☆164Jul 12, 2024Updated last year
- code for GaVaMoE: Gaussian-Variational Gated Mixture of Experts for Explainable Recommendation☆18Dec 7, 2024Updated last year
- Official source code for AAAI 2025 paper: CoRA: Collaborative Information Perception by Large Language Model's Weights for Recommendatio…☆18Dec 11, 2024Updated last year
- [Pytorch] Unofficial Implementation of "Recommender Systems with Generative Retrieval"☆231Dec 19, 2025Updated 5 months ago
- Towards LLM-RecSys Alignment with Textual ID Learning☆58Aug 15, 2024Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- [SIGIR 2023 Oral] This is our Pytorch implementation for the paper: "Meta-optimized Contrastive Learning for Sequential Recommendation".☆28Jan 5, 2024Updated 2 years ago
- [WWW'2024] "RLMRec: Representation Learning with Large Language Models for Recommendation"☆462Jun 26, 2024Updated last year
- Official code of "Invariant Collaborative Filtering to Popularity Distribution Shift" (2023 WWW)☆21Jul 27, 2023Updated 2 years ago
- Official Implementation for the Paper [AgentArk: Distilling Multi-Agent Intelligence into a Single LLM Agent](https://arxiv.org/abs/2602.…☆53May 9, 2026Updated last month
- [WSDM 2024 Oral] This is our Pytorch implementation for the paper: "Intent Contrastive Learning with Cross Subsequences for Sequential Re…☆42Jan 7, 2024Updated 2 years ago
- ☆31Apr 17, 2023Updated 3 years ago
- [KDD'25] LLM2Rec: Large Language Models Are Powerful Embedding Models for Sequential Recommendation.☆67Sep 6, 2025Updated 9 months ago
- An investigation of News Recommendation☆15Jul 16, 2022Updated 3 years ago
- ☆25Mar 17, 2026Updated 2 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- The implementation for the Recsys paper: Towards Empathetic Conversational Recommender System☆26Sep 3, 2024Updated last year
- [CIKM 2024] Do We Really Need Graph Convolution During Training? Light Post-Training Graph-ODE for Efficient Recommendation☆14Aug 11, 2024Updated last year
- [ICLR 2025] The implementation of paper "Preference Diffusion for Recommendation"☆28Apr 21, 2025Updated last year
- Replication of the paper "Text Is All You Need: Learning Language Representations for Sequential Recommendation" on KDD'23.☆131Apr 23, 2024Updated 2 years ago
- [NeurIPS'24] The official implementation code of LLM-ESR.☆41Jun 27, 2024Updated last year
- [KDD'25] Flow Matching for Collaborative Filtering☆23Sep 6, 2025Updated 9 months ago
- ☆62Apr 8, 2026Updated 2 months ago