Ada-Retrieval: An Adaptive Multi-Round Retrieval Paradigm for Sequential Recommendations
Fuente:
arXiv
Saved in:
| Main Authors: | Li, Lei, Lian, Jianxun, Zhou, Xiao, Xie, Xing |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Recommender AI Agent: Integrating Large Language Models for Interactive Recommendations
by: Huang, Xu, et al.
Published: (2023)
by: Huang, Xu, et al.
Published: (2023)
RecExplainer: Aligning Large Language Models for Explaining Recommendation Models
by: Lei, Yuxuan, et al.
Published: (2023)
by: Lei, Yuxuan, et al.
Published: (2023)
Semantic Retrieval Augmented Contrastive Learning for Sequential Recommendation
by: Cui, Ziqiang, et al.
Published: (2025)
by: Cui, Ziqiang, et al.
Published: (2025)
HypeMed: Enhancing Medication Recommendations with Hypergraph-Based Patient Relationships
by: Zhang, Xiangxu, et al.
Published: (2026)
by: Zhang, Xiangxu, et al.
Published: (2026)
Unifying Generative and Dense Retrieval for Sequential Recommendation
by: Yang, Liu, et al.
Published: (2024)
by: Yang, Liu, et al.
Published: (2024)
Retrieval and Distill: A Temporal Data Shift-Free Paradigm for Online Recommendation System
by: Zheng, Lei, et al.
Published: (2024)
by: Zheng, Lei, et al.
Published: (2024)
MPFormer: Adaptive Framework for Industrial Multi-Task Personalized Sequential Retriever
by: Sun, Yijia, et al.
Published: (2025)
by: Sun, Yijia, et al.
Published: (2025)
MISS: Multi-Modal Tree Indexing and Searching with Lifelong Sequential Behavior for Retrieval Recommendation
by: Guo, Chengcheng, et al.
Published: (2025)
by: Guo, Chengcheng, et al.
Published: (2025)
Why not Collaborative Filtering in Dual View? Bridging Sparse and Dense Models
by: Guo, Hanze, et al.
Published: (2026)
by: Guo, Hanze, et al.
Published: (2026)
RecAI: Leveraging Large Language Models for Next-Generation Recommender Systems
by: Lian, Jianxun, et al.
Published: (2024)
by: Lian, Jianxun, et al.
Published: (2024)
SEMINAR: Search Enhanced Multi-modal Interest Network and Approximate Retrieval for Lifelong Sequential Recommendation
by: Shen, Kaiming, et al.
Published: (2024)
by: Shen, Kaiming, et al.
Published: (2024)
Aligning Large Language Models for Controllable Recommendations
by: Lu, Wensheng, et al.
Published: (2024)
by: Lu, Wensheng, et al.
Published: (2024)
SessionRec: Next Session Prediction Paradigm For Generative Sequential Recommendation
by: Huang, Lei, et al.
Published: (2025)
by: Huang, Lei, et al.
Published: (2025)
Adaptive Multi-Agent Reasoning for Text-to-Video Retrieval
by: Wu, Jiaxin, et al.
Published: (2025)
by: Wu, Jiaxin, et al.
Published: (2025)
ReLLa: Retrieval-enhanced Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation
by: Lin, Jianghao, et al.
Published: (2023)
by: Lin, Jianghao, et al.
Published: (2023)
Aligning Language Models for Versatile Text-based Item Retrieval
by: Lei, Yuxuan, et al.
Published: (2024)
by: Lei, Yuxuan, et al.
Published: (2024)
AutoMIR: Effective Zero-Shot Medical Information Retrieval without Relevance Labels
by: Li, Lei, et al.
Published: (2024)
by: Li, Lei, et al.
Published: (2024)
MATRAG: Multi-Agent Transparent Retrieval-Augmented Generation for Explainable Recommendations
by: Mehta, Sushant
Published: (2026)
by: Mehta, Sushant
Published: (2026)
Generative Retrieval and Alignment Model: A New Paradigm for E-commerce Retrieval
by: Pang, Ming, et al.
Published: (2025)
by: Pang, Ming, et al.
Published: (2025)
Retrieval-Augmented Purifier for Robust LLM-Empowered Recommendation
by: Ning, Liangbo, et al.
Published: (2025)
by: Ning, Liangbo, et al.
Published: (2025)
Structure Guided Retrieval-Augmented Generation for Factual Queries
by: Xie, Miao, et al.
Published: (2026)
by: Xie, Miao, et al.
Published: (2026)
STAR: Semantic-Tuned and Tail-Adaptive Retriever for Graph-Augmented Generation
by: Li, Shuai, et al.
Published: (2026)
by: Li, Shuai, et al.
Published: (2026)
Eliminating Out-of-Domain Recommendations in LLM-based Recommender Systems: A Unified View
by: Liao, Hao, et al.
Published: (2025)
by: Liao, Hao, et al.
Published: (2025)
Generative Retrieval as Multi-Vector Dense Retrieval
by: Wu, Shiguang, et al.
Published: (2024)
by: Wu, Shiguang, et al.
Published: (2024)
TokenFormer: Unify the Multi-Field and Sequential Recommendation Worlds
by: Zhou, Yifeng, et al.
Published: (2026)
by: Zhou, Yifeng, et al.
Published: (2026)
Denoising Pre-Training and Customized Prompt Learning for Efficient Multi-Behavior Sequential Recommendation
by: Wang, Hao, et al.
Published: (2024)
by: Wang, Hao, et al.
Published: (2024)
AdaF^2M^2: Comprehensive Learning and Responsive Leveraging Features in Recommendation System
by: Zhu, Yongchun, et al.
Published: (2025)
by: Zhu, Yongchun, et al.
Published: (2025)
IM-RAG: Multi-Round Retrieval-Augmented Generation Through Learning Inner Monologues
by: Yang, Diji, et al.
Published: (2024)
by: Yang, Diji, et al.
Published: (2024)
Federated Recommendation via Hybrid Retrieval Augmented Generation
by: Zeng, Huimin, et al.
Published: (2024)
by: Zeng, Huimin, et al.
Published: (2024)
RAGEAR: Retrieval-Augmented Graph-Enhanced Academic Recommender
by: Granata, Francesco, et al.
Published: (2026)
by: Granata, Francesco, et al.
Published: (2026)
BPL: Bias-adaptive Preference Distillation Learning for Recommender System
by: Kang, SeongKu, et al.
Published: (2025)
by: Kang, SeongKu, et al.
Published: (2025)
LLM4MSR: An LLM-Enhanced Paradigm for Multi-Scenario Recommendation
by: Wang, Yuhao, et al.
Published: (2024)
by: Wang, Yuhao, et al.
Published: (2024)
TBGRecall: A Generative Retrieval Model for E-commerce Recommendation Scenarios
by: Liang, Zida, et al.
Published: (2025)
by: Liang, Zida, et al.
Published: (2025)
Personalized Behavior-Aware Transformer for Multi-Behavior Sequential Recommendation
by: Su, Jiajie, et al.
Published: (2024)
by: Su, Jiajie, et al.
Published: (2024)
RealRoute: Dynamic Query Routing System via Retrieve-then-Verify Paradigm
by: Liu, Jiahe, et al.
Published: (2026)
by: Liu, Jiahe, et al.
Published: (2026)
Learning Partially Aligned Item Representation for Cross-Domain Sequential Recommendation
by: Yin, Mingjia, et al.
Published: (2024)
by: Yin, Mingjia, et al.
Published: (2024)
MARC: Multimodal and Multi-Task Agentic Retrieval-Augmented Generation for Cold-Start Recommender System
by: Cho, Seung Hwan, et al.
Published: (2025)
by: Cho, Seung Hwan, et al.
Published: (2025)
Give Users the Wheel: Towards Promptable Recommendation Paradigm
by: Lyu, Fuyuan, et al.
Published: (2026)
by: Lyu, Fuyuan, et al.
Published: (2026)
Taxonomy of the Retrieval System Framework: Pitfalls and Paradigms
by: Shah, Deep, et al.
Published: (2026)
by: Shah, Deep, et al.
Published: (2026)
A Survey of Retrieval Algorithms in Ad and Content Recommendation Systems
by: Zhao, Yu, et al.
Published: (2024)
by: Zhao, Yu, et al.
Published: (2024)
Similar Items
-
Recommender AI Agent: Integrating Large Language Models for Interactive Recommendations
by: Huang, Xu, et al.
Published: (2023) -
RecExplainer: Aligning Large Language Models for Explaining Recommendation Models
by: Lei, Yuxuan, et al.
Published: (2023) -
Semantic Retrieval Augmented Contrastive Learning for Sequential Recommendation
by: Cui, Ziqiang, et al.
Published: (2025) -
HypeMed: Enhancing Medication Recommendations with Hypergraph-Based Patient Relationships
by: Zhang, Xiangxu, et al.
Published: (2026) -
Unifying Generative and Dense Retrieval for Sequential Recommendation
by: Yang, Liu, et al.
Published: (2024)