LehengTHU / AlphaRecLinks
[ICLR 2025 Oral π] The implementation of paper "Language Representations Can be What Recommenders Need: Findings and Potentials"
β97Updated 8 months ago
Alternatives and similar repositories for AlphaRec
Users that are interested in AlphaRec are comparing it to the libraries listed below
Sorting:
- [NeurIPS 2024] The implementation of paper "On Softmax Direct Preference Optimization for Recommendation"β96Updated last year
- The latest paper list of large language model (LLM) for recommendationβ58Updated 2 years ago
- [Under Review] Think Before Recommend: Unleashing the Latent Reasoning Power for Sequential Recommendationβ59Updated last month
- [WWW'23] PyTorch implementation for "Learning Vector-Quantized Item Representation for Transferable Sequential Recommenders".β92Updated 2 years ago
- β24Updated 2 years ago
- [NeurIPS'24 Spotlight] The official implementation code of LLM-ESR.β47Updated last year
- β160Updated last year
- CIKM'23, Prompt Distillation for Efficient LLM-based Recommendationβ50Updated last year
- β41Updated 2 years ago
- The implementation for the work "CoLLM: Integrating Collaborative Embeddings into Large Language Models for Recommendation".β144Updated 4 months ago
- [RelKD'24] Mamba4Rec: Towards Efficient Sequential Recommendation with Selective State Space Modelsβ120Updated 10 months ago
- β132Updated 2 years ago
- [SIGIR 2025] implementation of AlphaFuse: Learn ID Embeddings for Sequential Recommendation in Null Space of Language Embeddingsβ38Updated 9 months ago
- Towards LLM-RecSys Alignment with Textual ID Learningβ56Updated last year
- The code for ICLR2025 paper "SLMRec: Empowering Small Language Models for Sequential Recommendation".β47Updated 7 months ago
- Recommender systems with large language models (Paper list)β63Updated 2 years ago
- [KDD'25] LLM2Rec: Large Language Models Are Powerful Embedding Models for Sequential Recommendation.β56Updated 5 months ago
- [CIKM '24] Implementation of "Multi-Behavior Generative Recommendation"β53Updated last year
- β72Updated last year
- [ACL 2024] RDRec: Rationale Distillation for LLM-based Recommendationβ38Updated 8 months ago
- β48Updated 2 years ago
- π₯π₯π₯ KDD2024 Best Student Paperβ69Updated 11 months ago
- Bridging Items and Language: A Transition Paradigm for Large Language Model-Based Recommendation (KDD'24)β23Updated last year
- Data-efficient Fine-tuning for LLM-based Recommendation (SIGIR'24)β39Updated 11 months ago
- Code for paper "Towards Open-World Recommendation with Knowledge Augmentation from Large Language Models"β104Updated last year
- [CIKM'2024] "RecDiff: Diffusion Model for Social Recommendation"β86Updated 7 months ago
- This repository provides the official PyTorch implementation for the AAAI 2026 Oral paper "Inductive Generative Recommendation via Retrieβ¦β34Updated 3 weeks ago
- Awesome things about generative recommendation models.β104Updated 9 months ago
- [AAAI'25 Oral] The official implementation code of LLMEmbβ50Updated 10 months ago
- β20Updated last year