WangXFng / ELMRec
[EMNLP 2024] Enhancing High-order Interaction Awareness in LLM-based Recommender Model.
☆11Updated last month
Alternatives and similar repositories for ELMRec:
Users that are interested in ELMRec are comparing it to the libraries listed below
- ☆24Updated last year
- [ACL 2024] RDRec: Rationale Distillation for LLM-based Recommendation☆32Updated last month
- The official implementation for Sequential Recommendation with Latent Relations based on Large Language Model☆30Updated 6 months ago
- ☆32Updated last year
- About The official GitHub page for ''Rethinking the Evaluation for Conversational Recommendation in the Era of Large Language Models'' R…☆47Updated last year
- Learnable Item Tokenization for Generative Recommendation (CIKM'24)☆29Updated last month
- UniTRec: A Unified Text-to-Text Transformer and Joint Contrastive Learning Framework for Text-based Recommendation☆25Updated last year
- [CIKM '24] Implementation of "Multi-Behavior Generative Recommendation"☆30Updated 5 months ago
- Codebase for KDD 2023 paper, Text Is All You Need: Learning Language Representations for Sequential Recommendation☆63Updated last year
- [WWW'23] PyTorch implementation for "Learning Vector-Quantized Item Representation for Transferable Sequential Recommenders".☆71Updated last year
- [WWW'2023] "DCRec: Debiased Contrastive Learning for Sequential Recommendation"☆58Updated last year
- Bridging Items and Language: A Transition Paradigm for Large Language Model-Based Recommendation (KDD'24)☆16Updated 6 months ago
- ☆55Updated 5 months ago
- ☆18Updated 6 months ago
- Code of Paper "ReLLa: Retrieval-enhanced Large Language Models for Mitigating Long Context Problems in Recommendation".☆45Updated 11 months ago
- Pytorch implementation for "Bootstrap Latent Representations for Multi-modal Recommendation"-WWW'23☆53Updated last year
- [NeurIPS 2024] The implementation of paper "On Softmax Direct Preference Optimization for Recommendation"☆58Updated 2 months ago
- ☆116Updated 7 months ago
- ☆12Updated last month
- [WWW'2024] "GraphPro: Graph Pre-training and Prompt Learning for Recommendation"☆59Updated 8 months ago
- ☆59Updated last year
- Multimodal Dataset and Benchmark for Multi-domain and Cross-domain Recommendation System☆80Updated 4 months ago
- ☆12Updated 8 months ago
- [ICDE'24] Code of "Adapting Large Language Models by Integrating Collaborative Semantics for Recommendation."☆86Updated 5 months ago
- Towards LLM-RecSys Alignment with Textual ID Learning☆39Updated 6 months ago
- Code for paper "Towards Open-World Recommendation with Knowledge Augmentation from Large Language Models"☆82Updated 3 months ago
- CIKM'23, Prompt Distillation for Efficient LLM-based Recommendation☆41Updated 3 weeks ago
- ☆13Updated 5 months ago
- [ICLR 2025 Oral] The implementation of paper "Language Representations Can be What Recommenders Need: Findings and Potentials"☆53Updated 4 months ago
- The code for WWW2024 paper "Rethinking Cross-Domain Sequential Recommendation under Open-World Assumptions".☆29Updated 6 months ago