adxcreative / LEARNLinks
Official code of paper "LEARN: Knowledge Adaptation from Large Language Model to Recommendation for Practical Industrial Application" (AAAI 2025 Oral)
☆25Updated 11 months ago
Alternatives and similar repositories for LEARN
Users that are interested in LEARN are comparing it to the libraries listed below
Sorting:
- [ICDE'24] Code of "Adapting Large Language Models by Integrating Collaborative Semantics for Recommendation."☆187Updated last year
- [Pytorch] The repo contains the code for "FORGE: Forming Semantic Identifiers for Generative Retrieval in Industrial Datasets"☆167Updated 3 weeks ago
- End-to-end Training for Multimodal Recommendation Systems☆164Updated 11 months ago
- Replication of the paper "Text Is All You Need: Learning Language Representations for Sequential Recommendation" on KDD'23.☆127Updated last year
- [KDD'22] Official PyTorch implementation for "Towards Universal Sequence Representation Learning for Recommender Systems".☆206Updated 2 years ago
- Learnable Item Tokenization for Generative Recommendation (Most Cited Paper at CIKM'24)☆121Updated last year
- ☆130Updated 2 years ago
- ☆25Updated 11 months ago
- [WWW'2023] "MMSSL: Multi-Modal Self-Supervised Learning for Recommendation"☆220Updated last year
- ☆284Updated last year
- A Large-scale Multimodal Dataset for recommender System☆178Updated 9 months ago
- This repository provides the code for implementing RPG described in our KDD'25 paper "Generating Long Semantic IDs in Parallel for Recomm…☆103Updated 4 months ago
- ☆274Updated last year
- Multimodal Dataset and Benchmark for Multi-domain and Cross-domain Recommendation System☆100Updated last year
- ☆65Updated last year
- Official implementation of paper "Reason4Rec: Large Language Models for Recommendation with Deliberative User Preference Alignment"☆41Updated 9 months ago
- Code for paper "Towards Open-World Recommendation with Knowledge Augmentation from Large Language Models"☆103Updated last year
- ☆70Updated last year
- Paper List of Pre-trained Foundation Recommender Models☆366Updated last year
- KwaiRec: A Fully-observed Dataset for Recommender Systems.☆186Updated this week
- [Pytorch] Unofficial Implementation of "Recommender Systems with Generative Retrieval"☆140Updated 3 weeks ago
- ☆41Updated 2 years ago
- [SIGIR'25] Code of "Generative Recommender with End-to-End Learnable Item Tokenization".☆29Updated 8 months ago
- ☆195Updated 2 months ago
- [WWW'23] PyTorch implementation for "Learning Vector-Quantized Item Representation for Transferable Sequential Recommenders".☆90Updated 2 years ago
- A Large Short-video Recommendation Dataset with Raw Text/Audio/Image/Videos (Talk Invited by DeepMind).☆240Updated 11 months ago
- [AAAI'25 Oral] The official implementation code of LLMEmb☆50Updated 9 months ago
- Diffusion Models, Recommender Systems, Recommendation, Diff4Rec☆78Updated 10 months ago
- The latest research progress of Contrastive Learning(CL), Data Augmentation(DA) and Self-Supervised Learning(SSL) in Recommender Systems☆426Updated 4 months ago
- GRID: Generative Recommendation with Semantic IDs☆521Updated 2 months ago