Linxyhaha / TransRecLinks
Bridging Items and Language: A Transition Paradigm for Large Language Model-Based Recommendation (KDD'24)
☆21Updated last year
Alternatives and similar repositories for TransRec
Users that are interested in TransRec are comparing it to the libraries listed below
Sorting:
- ☆126Updated last year
- ☆43Updated last year
- ☆70Updated last year
- [ICLR 2025 Oral 🏆] The implementation of paper "Language Representations Can be What Recommenders Need: Findings and Potentials"☆89Updated 4 months ago
- [CIKM '24] Implementation of "Multi-Behavior Generative Recommendation"☆41Updated last year
- ☆39Updated last year
- [NeurIPS'24 Spotlight] The official implementation code of LLM-ESR.☆34Updated last year
- [AAAI'25 Oral] The official implementation code of LLMEmb☆39Updated 6 months ago
- The official implementation for Sequential Recommendation with Latent Relations based on Large Language Model☆39Updated last year
- [RelKD'24] Mamba4Rec: Towards Efficient Sequential Recommendation with Selective State Space Models☆111Updated 5 months ago
- 🔥🔥🔥 KDD2024 Best Student Paper☆60Updated 6 months ago
- [WWW'23] PyTorch implementation for "Learning Vector-Quantized Item Representation for Transferable Sequential Recommenders".☆82Updated 2 years ago
- The implementation for the work "CoLLM: Integrating Collaborative Embeddings into Large Language Models for Recommendation".☆119Updated last week
- [WWW'2024] "PromptMM: Multi-Modal Knowledge Distillation for Recommendation with Prompt-Tuning"☆49Updated last year
- ☆143Updated last year
- ☆32Updated last week
- Replication of the paper "Text Is All You Need: Learning Language Representations for Sequential Recommendation" on KDD'23.☆121Updated last year
- Large Language Model for Generative Recommendation☆72Updated last year
- Multimodal Dataset and Benchmark for Multi-domain and Cross-domain Recommendation System☆96Updated 11 months ago
- [ACM MM'2024]"DiffMM: Multi-Modal Diffusion Model for Recommendation"☆78Updated last year
- ☆23Updated last year
- CIKM'23, Prompt Distillation for Efficient LLM-based Recommendation☆47Updated 7 months ago
- [EMNLP 2024] Enhancing High-order Interaction Awareness in LLM-based Recommender Model.☆13Updated 8 months ago
- [WWW'2023] "DCRec: Debiased Contrastive Learning for Sequential Recommendation"☆60Updated 2 years ago
- Awesome things about generative recommendation models.☆90Updated 4 months ago
- Code of Paper "ReLLa: Retrieval-enhanced Large Language Models for Mitigating Long Context Problems in Recommendation".☆53Updated last year
- [WWW'2023] "MMSSL: Multi-Modal Self-Supervised Learning for Recommendation"☆208Updated last year
- ☆51Updated last year
- ☆64Updated last year
- Codebase for KDD 2023 paper, Text Is All You Need: Learning Language Representations for Sequential Recommendation☆63Updated 2 years ago