A Unified Search and Recommendation Framework Based on Multi-Scenario Learning for Ranking in E-commerce
Fuente:
arXiv
Saved in:
| Main Authors: | Liu, Jinhan, Chen, Qiyu, Xu, Junjie, Li, Junjie, Li, Baoli, Xu, Sulong |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
A Preference-oriented Diversity Model Based on Mutual-information in Re-ranking for E-commerce Search
by: Wang, Huimu, et al.
Published: (2024)
by: Wang, Huimu, et al.
Published: (2024)
RankGraph: Unified Heterogeneous Graph Learning for Cross-Domain Recommendation
by: Wu, Renzhi, et al.
Published: (2025)
by: Wu, Renzhi, et al.
Published: (2025)
Semantic-enhanced Modality-asymmetric Retrieval for Online E-commerce Search
by: Zhou, Zhigong, et al.
Published: (2025)
by: Zhou, Zhigong, et al.
Published: (2025)
LREF: A Novel LLM-based Relevance Framework for E-commerce
by: Tang, Tian, et al.
Published: (2025)
by: Tang, Tian, et al.
Published: (2025)
Unified Learning-to-Rank for Multi-Channel Retrieval in Large-Scale E-Commerce Search
by: Gaydhani, Aditya, et al.
Published: (2026)
by: Gaydhani, Aditya, et al.
Published: (2026)
OneSearch: A Preliminary Exploration of the Unified End-to-End Generative Framework for E-commerce Search
by: Chen, Ben, et al.
Published: (2025)
by: Chen, Ben, et al.
Published: (2025)
DSFNet: Learning Disentangled Scenario Factorization for Multi-Scenario Route Ranking
by: Yu, Jiahao, et al.
Published: (2024)
by: Yu, Jiahao, et al.
Published: (2024)
Knowledge-Aware Multi-Intent Contrastive Learning for Multi-Behavior Recommendation
by: Liang, Shunpan, et al.
Published: (2024)
by: Liang, Shunpan, et al.
Published: (2024)
IntTravel: A Real-World Dataset and Generative Framework for Integrated Multi-Task Travel Recommendation
by: Yan, Huimin, et al.
Published: (2026)
by: Yan, Huimin, et al.
Published: (2026)
UMRE: A Unified Monotonic Transformation for Ranking Ensemble in Recommender Systems
by: Xu, Zhengrui, et al.
Published: (2025)
by: Xu, Zhengrui, et al.
Published: (2025)
E-commerce Webpage Recommendation Scheme Base on Semantic Mining and Neural Networks
by: Zhao, Wenchao, et al.
Published: (2024)
by: Zhao, Wenchao, et al.
Published: (2024)
MODRL-TA:A Multi-Objective Deep Reinforcement Learning Framework for Traffic Allocation in E-Commerce Search
by: Cheng, Peng, et al.
Published: (2024)
by: Cheng, Peng, et al.
Published: (2024)
Leveraging Large Language Models to Enhance Personalized Recommendations in E-commerce
by: Xu, Wei, et al.
Published: (2024)
by: Xu, Wei, et al.
Published: (2024)
Vague Preference Policy Learning for Conversational Recommendation
by: Zhang, Gangyi, et al.
Published: (2023)
by: Zhang, Gangyi, et al.
Published: (2023)
TBGRecall: A Generative Retrieval Model for E-commerce Recommendation Scenarios
by: Liang, Zida, et al.
Published: (2025)
by: Liang, Zida, et al.
Published: (2025)
An Comparative Analysis about KYC on a Recommendation System Toward Agentic Recommendation System
by: Xu, Junjie H.
Published: (2025)
by: Xu, Junjie H.
Published: (2025)
OxygenREC: An Instruction-Following Generative Framework for E-commerce Recommendation
by: Hao, Xuegang, et al.
Published: (2025)
by: Hao, Xuegang, et al.
Published: (2025)
IntSR: An Integrated Generative Framework for Search and Recommendation
by: Yan, Huimin, et al.
Published: (2025)
by: Yan, Huimin, et al.
Published: (2025)
Advancing Re-Ranking with Multimodal Fusion and Target-Oriented Auxiliary Tasks in E-Commerce Search
by: Xu, Enqiang, et al.
Published: (2024)
by: Xu, Enqiang, et al.
Published: (2024)
An End-to-End Multi-objective Ensemble Ranking Framework for Video Recommendation
by: He, Tiantian, et al.
Published: (2025)
by: He, Tiantian, et al.
Published: (2025)
Towards Context-aware Reasoning-enhanced Generative Searching in E-commerce
by: Liu, Zhiding, et al.
Published: (2025)
by: Liu, Zhiding, et al.
Published: (2025)
Intelligent Classification and Personalized Recommendation of E-commerce Products Based on Machine Learning
by: Xu, Kangming, et al.
Published: (2024)
by: Xu, Kangming, et al.
Published: (2024)
Tapping the Potential of Large Language Models as Recommender Systems: A Comprehensive Framework and Empirical Analysis
by: Xu, Lanling, et al.
Published: (2024)
by: Xu, Lanling, et al.
Published: (2024)
Unified Generative Search and Recommendation
by: Shi, Teng, et al.
Published: (2025)
by: Shi, Teng, et al.
Published: (2025)
Unifying Search and Recommendation with Dual-View Representation Learning in a Generative Paradigm
by: Zhao, Jujia, et al.
Published: (2025)
by: Zhao, Jujia, et al.
Published: (2025)
OneSug: The Unified End-to-End Generative Framework for E-commerce Query Suggestion
by: Guo, Xian, et al.
Published: (2025)
by: Guo, Xian, et al.
Published: (2025)
GenRec: A Preference-Oriented Generative Framework for Large-Scale Recommendation
by: Zou, Yanyan, et al.
Published: (2026)
by: Zou, Yanyan, et al.
Published: (2026)
Optimizing E-commerce Search: Toward a Generalizable and Rank-Consistent Pre-Ranking Model
by: Xu, Enqiang, et al.
Published: (2024)
by: Xu, Enqiang, et al.
Published: (2024)
RAD-DPO: Robust Adaptive Denoising Direct Preference Optimization for Generative Retrieval in E-commerce
by: Chen, Zhiguo, et al.
Published: (2026)
by: Chen, Zhiguo, et al.
Published: (2026)
Simple but Efficient: A Multi-Scenario Nearline Retrieval Framework for Recommendation on Taobao
by: Ma, Yingcai, et al.
Published: (2024)
by: Ma, Yingcai, et al.
Published: (2024)
MCLMR: A Model-Agnostic Causal Learning Framework for Multi-Behavior Recommendation
by: Zhang, Ranxu, et al.
Published: (2026)
by: Zhang, Ranxu, et al.
Published: (2026)
Progressive Refinement of E-commerce Search Ranking Based on Short-Term Activities of the Buyer
by: Sheng, Taoran, et al.
Published: (2025)
by: Sheng, Taoran, et al.
Published: (2025)
Scenario-Wise Rec: A Multi-Scenario Recommendation Benchmark
by: Li, Xiaopeng, et al.
Published: (2024)
by: Li, Xiaopeng, et al.
Published: (2024)
Learning to Trust: Dynamic Utilization of Retrieval-Augmented Generation for E-commerce Search Relevance
by: Xu, Tingqiao, et al.
Published: (2025)
by: Xu, Tingqiao, et al.
Published: (2025)
Efficient Generative Retrieval for E-commerce Search with Semantic Cluster IDs and Expert-Guided RL
by: Zhu, Jianbo, et al.
Published: (2026)
by: Zhu, Jianbo, et al.
Published: (2026)
Unified Dual-Intent Translation for Joint Modeling of Search and Recommendation
by: Zhang, Yuting, et al.
Published: (2024)
by: Zhang, Yuting, et al.
Published: (2024)
Taxonomy-based Negative Sampling In Personalized Semantic Search for E-commerce
by: Jinadu, Uthman, et al.
Published: (2025)
by: Jinadu, Uthman, et al.
Published: (2025)
Generative Data Augmentation in Graph Contrastive Learning for Recommendation
by: Wang, Yansong, et al.
Published: (2025)
by: Wang, Yansong, et al.
Published: (2025)
Generative Retrieval with Preference Optimization for E-commerce Search
by: Li, Mingming, et al.
Published: (2024)
by: Li, Mingming, et al.
Published: (2024)
Joint Model Parameter Scaling and Universal-Domain Data Integration for E-commerce Search Ranking
by: Yu, Liren, et al.
Published: (2026)
by: Yu, Liren, et al.
Published: (2026)
Similar Items
-
A Preference-oriented Diversity Model Based on Mutual-information in Re-ranking for E-commerce Search
by: Wang, Huimu, et al.
Published: (2024) -
RankGraph: Unified Heterogeneous Graph Learning for Cross-Domain Recommendation
by: Wu, Renzhi, et al.
Published: (2025) -
Semantic-enhanced Modality-asymmetric Retrieval for Online E-commerce Search
by: Zhou, Zhigong, et al.
Published: (2025) -
LREF: A Novel LLM-based Relevance Framework for E-commerce
by: Tang, Tian, et al.
Published: (2025) -
Unified Learning-to-Rank for Multi-Channel Retrieval in Large-Scale E-Commerce Search
by: Gaydhani, Aditya, et al.
Published: (2026)