Jyonn / ONCE
(WSDM 2024) Official implementation of the paper "ONCE: Boosting Content-based Recommendation with Both Open- and Closed-source Large Language Models"
☆83Updated 2 months ago
Alternatives and similar repositories for ONCE:
Users that are interested in ONCE are comparing it to the libraries listed below
- Code for paper "Towards Open-World Recommendation with Knowledge Augmentation from Large Language Models"☆88Updated 5 months ago
- ☆58Updated last year
- Replication of the paper "Text Is All You Need: Learning Language Representations for Sequential Recommendation" on KDD'23.☆113Updated last year
- Code of Paper "ReLLa: Retrieval-enhanced Large Language Models for Mitigating Long Context Problems in Recommendation".☆50Updated last year
- ☆238Updated last year
- [KDD'22] Official PyTorch implementation for "Towards Universal Sequence Representation Learning for Recommender Systems".☆185Updated last year
- [WWW'23] PyTorch implementation for "Learning Vector-Quantized Item Representation for Transferable Sequential Recommenders".☆73Updated 2 years ago
- How to Index Item IDs for Recommendation Foundation Models☆75Updated last year
- ☆132Updated 9 months ago
- Towards LLM-RecSys Alignment with Textual ID Learning☆49Updated 8 months ago
- ☆58Updated 8 months ago
- The implementation for the work "CoLLM: Integrating Collaborative Embeddings into Large Language Models for Recommendation".☆92Updated 6 months ago
- the official implementation of the RecSys 2023 paper “Uncovering ChatGPT's Capabilities in Recommender Systems”☆170Updated 11 months ago
- Multimodal Dataset and Benchmark for Multi-domain and Cross-domain Recommendation System☆92Updated 7 months ago
- Large Language Model for Generative Recommendation☆69Updated last year
- [ICDE'24] Code of "Adapting Large Language Models by Integrating Collaborative Semantics for Recommendation."☆104Updated 7 months ago
- All code necessary for reproducing the "Improving Sequential Recommendation with LLMs" and "Leveraging Large Language Models for Sequenti…☆94Updated last year
- Codebase for KDD 2023 paper, Text Is All You Need: Learning Language Representations for Sequential Recommendation☆64Updated last year
- The latest paper list of large language model (LLM) for recommendation☆55Updated last year
- CIKM'23, Prompt Distillation for Efficient LLM-based Recommendation☆44Updated 3 months ago
- ☆46Updated last year
- ☆118Updated last year
- ☆81Updated 7 months ago
- ☆34Updated last year
- [ACL 2024] RDRec: Rationale Distillation for LLM-based Recommendation☆34Updated 3 months ago
- Learnable Item Tokenization for Generative Recommendation (CIKM'24)☆41Updated 4 months ago
- ☆56Updated 2 years ago
- [NeurIPS'24 Spotlight] The official implementation code of LLM-ESR.☆30Updated 10 months ago
- About The official GitHub page for ''Rethinking the Evaluation for Conversational Recommendation in the Era of Large Language Models'' R…☆51Updated last year
- Code for the Paper "Zero-Shot Next-Item Recommendation using Large Pretrained Language Models"☆136Updated last year