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:
- ☆72Updated last year
- [ICLR 2025 Oral 🏆] The implementation of paper "Language Representations Can be What Recommenders Need: Findings and Potentials"☆94Updated 6 months ago
- ☆44Updated 2 years ago
- [RelKD'24] Mamba4Rec: Towards Efficient Sequential Recommendation with Selective State Space Models☆118Updated 7 months ago
- ☆128Updated 2 years ago
- [CIKM '24] Implementation of "Multi-Behavior Generative Recommendation"☆45Updated last year
- [NeurIPS'24 Spotlight] The official implementation code of LLM-ESR.☆41Updated last year
- [AAAI'25 Oral] The official implementation code of LLMEmb☆46Updated 8 months ago
- ☆47Updated last month
- ☆39Updated 2 years ago
- The official implementation for Sequential Recommendation with Latent Relations based on Large Language Model☆40Updated 2 weeks ago
- ☆145Updated last year
- ☆23Updated 2 years ago
- [WWW'23] PyTorch implementation for "Learning Vector-Quantized Item Representation for Transferable Sequential Recommenders".☆86Updated 2 years ago
- Multimodal Dataset and Benchmark for Multi-domain and Cross-domain Recommendation System☆98Updated last year
- Towards LLM-RecSys Alignment with Textual ID Learning☆56Updated last year
- ☆68Updated last year
- [WWW'2024] "PromptMM: Multi-Modal Knowledge Distillation for Recommendation with Prompt-Tuning"☆49Updated last year
- [WWW'2023] "DCRec: Debiased Contrastive Learning for Sequential Recommendation"☆61Updated 2 years ago
- Replication of the paper "Text Is All You Need: Learning Language Representations for Sequential Recommendation" on KDD'23.☆124Updated last year
- [EMNLP 2024] Enhancing High-order Interaction Awareness in LLM-based Recommender Model.☆13Updated 10 months ago
- Codebase for KDD 2023 paper, Text Is All You Need: Learning Language Representations for Sequential Recommendation☆63Updated 2 years ago
- The implementation for the work "CoLLM: Integrating Collaborative Embeddings into Large Language Models for Recommendation".☆132Updated 2 months ago
- ☆51Updated last year
- [NeurIPS 2024] The implementation of paper "On Softmax Direct Preference Optimization for Recommendation"☆88Updated 11 months ago
- Awesome things about generative recommendation models.☆101Updated 6 months ago
- [ACM MM'2024]"DiffMM: Multi-Modal Diffusion Model for Recommendation"☆88Updated last year
- [ACMMM 2021] PyTorch implementation for "Mining Latent Structures for Multimedia Recommendation"☆54Updated last year
- [WWW'2023] "MMSSL: Multi-Modal Self-Supervised Learning for Recommendation"☆216Updated last year
- 🔥🔥🔥 KDD2024 Best Student Paper☆61Updated 8 months ago