(WSDM 2024) Official implementation of the paper "ONCE: Boosting Content-based Recommendation with Both Open- and Closed-source Large Language Models"
☆89Feb 15, 2025Updated last year
Alternatives and similar repositories for ONCE
Users that are interested in ONCE are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- (TheWebConf'25) Official Library for the Paper "Legommenders: A Comprehensive Content-Based Recommendation Library with LLM Support"☆30Sep 22, 2025Updated 6 months ago
- [ACL 2023] UniTRec: A Unified Text-to-Text Transformer and Joint Contrastive Learning Framework for Text-based Recommendation☆27Feb 19, 2024Updated 2 years ago
- CIKM'23, Prompt Distillation for Efficient LLM-based Recommendation☆51Jan 24, 2025Updated last year
- ☆63Aug 19, 2023Updated 2 years ago
- Code for paper "Towards Open-World Recommendation with Knowledge Augmentation from Large Language Models"☆106Nov 14, 2024Updated last year
- [ACL 2024] RDRec: Rationale Distillation for LLM-based Recommendation☆38May 23, 2025Updated 10 months ago
- ☆58May 12, 2022Updated 3 years ago
- ☆162Jul 12, 2024Updated last year
- ☆281Feb 5, 2024Updated 2 years ago
- [WWW'22] Deep Interest Highlight Network for Click-Through Rate Prediction in Trigger-Induced Recommendation☆22Apr 11, 2022Updated 3 years ago
- Prompting Small Language Models for Personalized Cold-Start Recommendation☆31Mar 9, 2024Updated 2 years ago
- [WSDM'2024 Oral] "LLMRec: Large Language Models with Graph Augmentation for Recommendation"☆513Jun 10, 2024Updated last year
- the official implementation of the RecSys 2023 paper “Uncovering ChatGPT's Capabilities in Recommender Systems”☆175May 14, 2024Updated last year
- About The official GitHub page for ''Rethinking the Evaluation for Conversational Recommendation in the Era of Large Language Models'' R…☆59Oct 11, 2023Updated 2 years ago
- Benchmarking Recommendation Abilities for Large Language Models☆31Mar 10, 2026Updated last week
- ☆15May 22, 2025Updated 10 months ago
- ☆19Feb 25, 2023Updated 3 years ago
- ☆166Apr 1, 2025Updated 11 months ago
- Evaluation data, LLMs query code and results for "Large Language Models as Zero-Shot Conversational Recommenders" on CIKM 2023.☆84Aug 22, 2023Updated 2 years ago
- This repository is contains several Automated feature selection methods in CTR Predicition.☆10Dec 18, 2022Updated 3 years ago
- [WWW'2024] "RLMRec: Representation Learning with Large Language Models for Recommendation"☆449Jun 26, 2024Updated last year
- Source code for SIGIR 2023 paper: Prompt Learning for News Recommendation☆84Feb 17, 2025Updated last year
- All code necessary for reproducing the "Improving Sequential Recommendation with LLMs" and "Leveraging Large Language Models for Sequenti…☆118Feb 5, 2024Updated 2 years ago
- [KDD'22] Official PyTorch implementation for "Towards Universal Sequence Representation Learning for Recommender Systems".☆210Nov 29, 2023Updated 2 years ago
- ☆55Feb 6, 2026Updated last month
- [PGAI@CIKM 2023] PyTorch Implementation of LlamaRec: Two-Stage Recommendation using Large Language Models for Ranking☆169Apr 25, 2024Updated last year
- Code for the Paper "Zero-Shot Next-Item Recommendation using Large Pretrained Language Models"☆142May 9, 2023Updated 2 years ago
- Codebase for KDD 2023 paper, Text Is All You Need: Learning Language Representations for Sequential Recommendation☆63Sep 12, 2023Updated 2 years ago
- The official implementation for Sequential Recommendation with Latent Relations based on Large Language Model☆43Nov 3, 2025Updated 4 months ago
- ☆73Sep 1, 2024Updated last year
- [ICDE'24] Code of "Adapting Large Language Models by Integrating Collaborative Semantics for Recommendation."☆208Sep 9, 2024Updated last year
- A list of awesome papers and resources of recommender system on large language model (LLM).☆2,240Mar 17, 2025Updated last year
- Implementation of several news recommendation methods in Pytorch.☆34Jul 1, 2021Updated 4 years ago
- Large Language Model-enhanced Recommender System Papers☆746Mar 15, 2026Updated last week
- Recommender systems with large language models (Paper list)☆64Nov 20, 2023Updated 2 years ago
- Implementaion of the WWW paper Implicit User Awareness Modeling via Candidate Items for CTR Prediction in Search Ads☆17Apr 27, 2022Updated 3 years ago
- The code for ICLR2025 paper "SLMRec: Empowering Small Language Models for Sequential Recommendation".☆48Jun 16, 2025Updated 9 months ago
- [ECIR'24] Implementation of "Large Language Models are Zero-Shot Rankers for Recommender Systems"☆317May 15, 2025Updated 10 months ago
- TOIS'23, Personalized Prompt Learning for Explainable Recommendation☆131Jan 24, 2025Updated last year