Paper List for Recommend-system PreTrained Models
☆347Mar 27, 2024Updated last year
Alternatives and similar repositories for awesome-recommend-system-pretraining-papers
Users that are interested in awesome-recommend-system-pretraining-papers are comparing it to the libraries listed below
Sorting:
- Recommender systems with large language models (Paper list)☆64Nov 20, 2023Updated 2 years ago
- Large Language Model-enhanced Recommender System Papers☆746Jan 16, 2026Updated last month
- Survey: A collection of AWESOME papers and resources on the large language model (LLM) related recommender system topics.☆1,515Jan 17, 2026Updated last month
- Paper List of Pre-trained Foundation Recommender Models☆366Aug 12, 2024Updated last year
- Codebase for KDD 2023 paper, Text Is All You Need: Learning Language Representations for Sequential Recommendation☆63Sep 12, 2023Updated 2 years ago
- A list of awesome papers and resources of recommender system on large language model (LLM).☆2,223Mar 17, 2025Updated 11 months ago
- the official implementation of the RecSys 2023 paper “Uncovering ChatGPT's Capabilities in Recommender Systems”☆175May 14, 2024Updated last year
- Introducing Bundle Recommendation in Conversational Recommendation Scenarios on RecSys 2022☆22Dec 9, 2022Updated 3 years ago
- A Large Short-video Recommendation Dataset with Raw Text/Audio/Image/Videos (Talk Invited by DeepMind).☆255Jan 27, 2025Updated last year
- [ECIR'24] Implementation of "Large Language Models are Zero-Shot Rankers for Recommender Systems"☆317May 15, 2025Updated 9 months ago
- The latest research progress of Contrastive Learning(CL), Data Augmentation(DA) and Self-Supervised Learning(SSL) in Recommender Systems☆427Sep 2, 2025Updated 6 months ago
- [WSDM'2024 Oral] "SSLRec: A Self-Supervised Learning Framework for Recommendation"☆554Mar 21, 2025Updated 11 months ago
- A curated list of Generative Recommender Systems (Paper & Code)☆460Apr 1, 2024Updated last year
- ☆370Oct 9, 2023Updated 2 years ago
- Recommender System Papers☆991Oct 14, 2022Updated 3 years ago
- “Chorus” of recommendation models: a light and flexible PyTorch framework for Top-K recommendation.☆633Feb 11, 2026Updated 3 weeks ago
- [KDD'22] Official PyTorch implementation for "Towards Universal Sequence Representation Learning for Recommender Systems".☆209Nov 29, 2023Updated 2 years ago
- 推荐/广告/搜索领域工业界经典以及最前沿论文集合。A collection of industry classics and cutting-edge papers in the field of recommendation/advertising/search.☆2,068Dec 4, 2025Updated 3 months ago
- [Under Review] Think Before Recommend: Unleashing the Latent Reasoning Power for Sequential Recommendation☆62Dec 28, 2025Updated 2 months ago
- [WSDM'25] "Temporal Linear Item-Item Model for Sequential Recommendation"☆25Feb 27, 2025Updated last year
- Code for the WWW'22 paper "MCL: Mixed-Centric Loss for Collaborative Filtering"☆12Feb 4, 2022Updated 4 years ago
- KwaiRec: A Fully-observed Dataset for Recommender Systems.☆195Jan 6, 2026Updated 2 months ago
- A Large-scale Multimodal Dataset for recommender System☆180Mar 19, 2025Updated 11 months ago
- OpenP5: An Open-Source Platform for Developing, Training, and Evaluating LLM-based Recommender Systems☆343Mar 4, 2025Updated last year
- A Toolbox for MultiModal Recommendation. Integrating 10+ Models...☆619Jun 16, 2025Updated 8 months ago
- A unified, comprehensive and efficient recommendation library☆4,289Feb 24, 2025Updated last year
- Source code of CIKM 2022 and DLP-KDD workshop 2022 Best Paper: IntTower-“ IntTower: the Next Generation of Two-Tower Model for Pre-rankin…☆71Aug 29, 2023Updated 2 years ago
- TOIS'23, Personalized Prompt Learning for Explainable Recommendation☆131Jan 24, 2025Updated last year
- Models for explainable recommendation.☆12Jan 19, 2024Updated 2 years ago
- Dataset and baseline for Coling 2022 long paper (oral): "ConFiguRe: Exploring Discourse-level Chinese Figures of Speech"☆13Jul 27, 2023Updated 2 years ago
- Official source code for AAAI 2023 paper: Uniform Sequence Better: Time Interval Aware Data Augmentation for Sequential Recommendation☆67May 11, 2025Updated 9 months ago
- This is the official code for SIGIR 2024 paper: 'Multi-intent-aware Session-based Recommendation'.☆24Mar 21, 2025Updated 11 months ago
- A link to repositories with datasets useful for recommendation tasks☆23Sep 18, 2023Updated 2 years ago
- Awesome Deep Learning papers for industrial Search, Recommendation and Advertisement. They focus on Embedding, Matching, Pre-Ranking, Ran…☆2,362Feb 28, 2026Updated last week
- ☆291Aug 28, 2024Updated last year
- An up-to-date, comprehensive and flexible recommendation library☆230Nov 5, 2023Updated 2 years ago
- The code for "Is ChatGPT Fair for Recommendation? Evaluating Fairness in Large Language Model Recommendation"☆43Jun 15, 2023Updated 2 years ago
- ☆280Feb 5, 2024Updated 2 years ago
- ☆18Mar 23, 2022Updated 3 years ago