All code necessary for reproducing the "Improving Sequential Recommendation with LLMs" and "Leveraging Large Language Models for Sequential Recommendation" papers.
☆122Feb 5, 2024Updated 2 years ago
Alternatives and similar repositories for LLM-Sequential-Recommendation
Users that are interested in LLM-Sequential-Recommendation are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆283Feb 5, 2024Updated 2 years ago
- [NeurIPS'24 Spotlight] The official implementation code of LLM-ESR.☆56Jun 20, 2026Updated last month
- CIKM'23, Prompt Distillation for Efficient LLM-based Recommendation☆52Jan 24, 2025Updated last year
- ☆16May 22, 2025Updated last year
- The implement of paper:"Large Language Model Enhanced Collaborative Filtering" accepted by CIKM 2024☆23Jul 28, 2024Updated last year
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- [ECIR'24] Implementation of "Large Language Models are Zero-Shot Rankers for Recommender Systems"☆324May 15, 2025Updated last year
- The official implementation for Sequential Recommendation with Latent Relations based on Large Language Model☆45Nov 3, 2025Updated 8 months ago
- ☆13May 8, 2023Updated 3 years ago
- ☆63Aug 19, 2023Updated 2 years ago
- [AAAI'25] The official implementation code of LLMEmb☆46Oct 5, 2024Updated last year
- Code of Paper "ReLLa: Retrieval-enhanced Large Language Models for Mitigating Long Context Problems in Recommendation".☆58Mar 8, 2024Updated 2 years ago
- ☆167Jul 12, 2024Updated 2 years ago
- About The official GitHub page for ''Rethinking the Evaluation for Conversational Recommendation in the Era of Large Language Models'' R…☆64Oct 11, 2023Updated 2 years ago
- [WWW'2024] "RLMRec: Representation Learning with Large Language Models for Recommendation"☆462Jun 26, 2024Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Prompting Small Language Models for Personalized Cold-Start Recommendation☆32Mar 9, 2024Updated 2 years ago
- ☆41Nov 20, 2023Updated 2 years ago
- [PGAI@CIKM 2023] PyTorch Implementation of LlamaRec: Two-Stage Recommendation using Large Language Models for Ranking☆172Apr 25, 2024Updated 2 years ago
- [ACL 2024] RDRec: Rationale Distillation for LLM-based Recommendation☆39May 23, 2025Updated last year
- Code for the Paper "Zero-Shot Next-Item Recommendation using Large Pretrained Language Models"☆142May 9, 2023Updated 3 years ago
- The official implementation code of the CIKM 2024 paper "Sequence-level Semantic Representation Fusion for Recommender Systems".☆17Mar 28, 2025Updated last year
- End-to-end Training for Multimodal Recommendation Systems☆168Feb 2, 2025Updated last year
- The implementation for the work "CoLLM: Integrating Collaborative Embeddings into Large Language Models for Recommendation".☆152Sep 12, 2025Updated 10 months ago
- (WWW'24 + LinkedIn) The first RS that tightly combines LLM with ID-based RS☆174Aug 7, 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.
- A list of awesome papers and resources of recommender system on large language model (LLM).☆2,296Mar 17, 2025Updated last year
- Evaluation data, LLMs query code and results for "Large Language Models as Zero-Shot Conversational Recommenders" on CIKM 2023.☆85Aug 22, 2023Updated 2 years ago
- Uncovering Selective State Space Model's Capabilities in Lifelong Sequential Recommendation☆35May 8, 2024Updated 2 years ago
- Towards LLM-RecSys Alignment with Textual ID Learning☆60Aug 15, 2024Updated last year
- [WWW'23] PyTorch implementation for "Learning Vector-Quantized Item Representation for Transferable Sequential Recommenders".☆102Mar 27, 2023Updated 3 years ago
- ☆75Sep 1, 2024Updated last year
- [KDD'25] Large Language Model Enhanced Recommender Systems: Methods, Applications and Trends☆121Mar 10, 2025Updated last year
- [WSDM 2024] Official PyTorch Implementation of Linear Recurrent Units for Sequential Recommendation (LRURec)☆70Feb 21, 2025Updated last year
- Official source code for AAAI 2025 paper: Augmenting Sequential Recommendation with Balanced Relevance and Diversity☆28Apr 16, 2025Updated last year
- 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.
- Large Language Model-enhanced Recommender System Papers☆765Mar 15, 2026Updated 4 months ago
- (WSDM 2024) Official implementation of the paper "ONCE: Boosting Content-based Recommendation with Both Open- and Closed-source Large Lan…☆92Feb 15, 2025Updated last year
- The code of AAAI'24 paper GLRec: Exploring Large Language Model for Graph Data Understanding in Online Job Recommendations☆38Dec 21, 2023Updated 2 years ago
- The code for ICLR2025 paper "SLMRec: Empowering Small Language Models for Sequential Recommendation".☆51Jun 16, 2025Updated last year
- A recommendation system based on a LLM (T5), with the intent on replicating the P5 model☆58Mar 25, 2023Updated 3 years ago
- Survey: A collection of AWESOME papers and resources on the large language model (LLM) related recommender system topics.☆1,549Jan 17, 2026Updated 6 months ago
- Multimodal Dataset and Benchmark for Multi-domain and Cross-domain Recommendation System☆108Oct 6, 2024Updated last year