RUCAIBox / VQ-Rec
[WWW'23] PyTorch implementation for "Learning Vector-Quantized Item Representation for Transferable Sequential Recommenders".
☆71Updated last year
Alternatives and similar repositories for VQ-Rec:
Users that are interested in VQ-Rec are comparing it to the libraries listed below
- ☆33Updated last year
- ☆58Updated 6 months ago
- Codebase for KDD 2023 paper, Text Is All You Need: Learning Language Representations for Sequential Recommendation☆64Updated last year
- CIKM'23, Prompt Distillation for Efficient LLM-based Recommendation☆44Updated 2 months ago
- Towards LLM-RecSys Alignment with Textual ID Learning☆44Updated 7 months ago
- KDD'2022: Towards Representation Alignment and Uniformity in Collaborative Filtering☆67Updated 2 years ago
- [KDD'22] Official PyTorch implementation for "Towards Universal Sequence Representation Learning for Recommender Systems".☆181Updated last year
- ☆45Updated last year
- Code of Paper "ReLLa: Retrieval-enhanced Large Language Models for Mitigating Long Context Problems in Recommendation".☆48Updated last year
- Learnable Item Tokenization for Generative Recommendation (CIKM'24)☆37Updated 2 months ago
- ☆117Updated last year
- Replication of the paper "Text Is All You Need: Learning Language Representations for Sequential Recommendation" on KDD'23.☆112Updated 11 months ago
- [ICDE'24] Code of "Adapting Large Language Models by Integrating Collaborative Semantics for Recommendation."☆89Updated 6 months ago
- ☆24Updated last year
- [CIKM '24] Implementation of "Multi-Behavior Generative Recommendation"☆30Updated 7 months ago
- The implementation for the work "CoLLM: Integrating Collaborative Embeddings into Large Language Models for Recommendation".☆81Updated 5 months ago
- [AAAI'25 Oral] The official implementation code of LLMEmb☆26Updated last week
- ☆123Updated 8 months ago
- Multimodal Dataset and Benchmark for Multi-domain and Cross-domain Recommendation System☆85Updated 5 months ago
- The latest paper list of large language model (LLM) for recommendation☆55Updated last year
- Contrastive Self-supervised Sequential Recommendation with Robust Augmentation☆82Updated 2 years ago
- ☆58Updated last year
- How to Index Item IDs for Recommendation Foundation Models☆69Updated last year
- The official implementation for Sequential Recommendation with Latent Relations based on Large Language Model☆34Updated 7 months ago
- [WWW'2023] "DCRec: Debiased Contrastive Learning for Sequential Recommendation"☆58Updated last year
- [NeurIPS'24 Spotlight] The official implementation code of LLM-ESR.☆26Updated 8 months ago
- [ICDE'24] Code of "Adapting Large Language Models by Integrating Collaborative Semantics for Recommendation."☆33Updated 6 months ago
- ☆62Updated last year
- (WSDM 2024) Official implementation of the paper "ONCE: Boosting Content-based Recommendation with Both Open- and Closed-source Large Lan…☆76Updated last month
- [ACL 2024] RDRec: Rationale Distillation for LLM-based Recommendation☆33Updated 2 months ago