MAPS: Motivation-Aware Personalized Search via LLM-Driven Consultation Alignment
Fuente:
arXiv
Guardado en:
| Autores principales: | Qin, Weicong, Xu, Yi, Yu, Weijie, Shen, Chenglei, He, Ming, Fan, Jianping, Zhang, Xiao, Xu, Jun |
|---|---|
| Formato: | Preprint |
| Publicado: |
2025
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Similarity = Value? Consultation Value Assessment and Alignment for Personalized Search
por: Qin, Weicong, et al.
Publicado: (2025)
por: Qin, Weicong, et al.
Publicado: (2025)
MoRE: A Mixture of Reflectors Framework for Large Language Model-Based Sequential Recommendation
por: Qin, Weicong, et al.
Publicado: (2024)
por: Qin, Weicong, et al.
Publicado: (2024)
Bridging Search and Recommendation through Latent Cross Reasoning
por: Shi, Teng, et al.
Publicado: (2025)
por: Shi, Teng, et al.
Publicado: (2025)
Decoding Recommendation Behaviors of In-Context Learning LLMs Through Gradient Descent
por: Xu, Yi, et al.
Publicado: (2025)
por: Xu, Yi, et al.
Publicado: (2025)
Paragon: Parameter Generation for Controllable Multi-Task Recommendation
por: Shen, Chenglei, et al.
Publicado: (2024)
por: Shen, Chenglei, et al.
Publicado: (2024)
Benefit from Rich: Tackling Search Interaction Sparsity in Search Enhanced Recommendation
por: Shi, Teng, et al.
Publicado: (2025)
por: Shi, Teng, et al.
Publicado: (2025)
GenRecEdit: Adapting Model Editing for Generative Recommendation with Cold-Start Items
por: Shen, Chenglei, et al.
Publicado: (2026)
por: Shen, Chenglei, et al.
Publicado: (2026)
Explicitly Integrating Judgment Prediction with Legal Document Retrieval: A Law-Guided Generative Approach
por: Qin, Weicong, et al.
Publicado: (2023)
por: Qin, Weicong, et al.
Publicado: (2023)
LLaDA-Rec: Discrete Diffusion for Parallel Semantic ID Generation in Generative Recommendation
por: Shi, Teng, et al.
Publicado: (2025)
por: Shi, Teng, et al.
Publicado: (2025)
SaFRO: Satisfaction-Aware Fusion via Dual-Relative Policy Optimization for Short-Video Search
por: Zhou, Renzhe, et al.
Publicado: (2026)
por: Zhou, Renzhe, et al.
Publicado: (2026)
To Search or to Recommend: Predicting Open-App Motivation with Neural Hawkes Process
por: Sun, Zhongxiang, et al.
Publicado: (2024)
por: Sun, Zhongxiang, et al.
Publicado: (2024)
PrLM: Learning Explicit Reasoning for Personalized RAG via Contrastive Reward Optimization
por: Zhang, Kepu, et al.
Publicado: (2025)
por: Zhang, Kepu, et al.
Publicado: (2025)
A Survey of Controllable Learning: Methods and Applications in Information Retrieval
por: Shen, Chenglei, et al.
Publicado: (2024)
por: Shen, Chenglei, et al.
Publicado: (2024)
Unbiased Multimodal Reranking for Long-Tail Short-Video Search
por: Xu, Wenyi, et al.
Publicado: (2026)
por: Xu, Wenyi, et al.
Publicado: (2026)
A Reduction-Driven Local Search for the Generalized Independent Set Problem
por: Liu, Yiping, et al.
Publicado: (2025)
por: Liu, Yiping, et al.
Publicado: (2025)
Performative Debias with Fair-exposure Optimization Driven by Strategic Agents in Recommender Systems
por: Xiang, Zhichen, et al.
Publicado: (2024)
por: Xiang, Zhichen, et al.
Publicado: (2024)
HSUGA: LLM-Enhanced Recommendation with Hierarchical Semantic Understanding and Group-Aware Alignment
por: Li, Guorui, et al.
Publicado: (2026)
por: Li, Guorui, et al.
Publicado: (2026)
Collaborative Knowledge Fusion: A Novel Approach for Multi-task Recommender Systems via LLMs
por: Zhao, Chuang, et al.
Publicado: (2024)
por: Zhao, Chuang, et al.
Publicado: (2024)
Enhancing Collaborative Semantics of Language Model-Driven Recommendations via Graph-Aware Learning
por: Guan, Zhong, et al.
Publicado: (2024)
por: Guan, Zhong, et al.
Publicado: (2024)
Hi-Gen: Generative Retrieval For Large-Scale Personalized E-commerce Search
por: Wu, Yanjing, et al.
Publicado: (2024)
por: Wu, Yanjing, et al.
Publicado: (2024)
Evoking User Memory: Personalizing LLM via Recollection-Familiarity Adaptive Retrieval
por: Zhang, Yingyi, et al.
Publicado: (2026)
por: Zhang, Yingyi, et al.
Publicado: (2026)
Cross-domain Transfer of Valence Preferences via a Meta-optimization Approach
por: Zhao, Chuang, et al.
Publicado: (2024)
por: Zhao, Chuang, et al.
Publicado: (2024)
Counterfactual Learning-Driven Representation Disentanglement for Search-Enhanced Recommendation
por: Cui, Jiajun, et al.
Publicado: (2024)
por: Cui, Jiajun, et al.
Publicado: (2024)
Token-level Collaborative Alignment for LLM-based Generative Recommendation
por: Lin, Fake, et al.
Publicado: (2026)
por: Lin, Fake, et al.
Publicado: (2026)
Doing Personal LAPS: LLM-Augmented Dialogue Construction for Personalized Multi-Session Conversational Search
por: Joko, Hideaki, et al.
Publicado: (2024)
por: Joko, Hideaki, et al.
Publicado: (2024)
LLM-Driven Usefulness Judgment for Web Search Evaluation
por: Dewan, Mouly, et al.
Publicado: (2025)
por: Dewan, Mouly, et al.
Publicado: (2025)
Legommenders: A Comprehensive Content-Based Recommendation Library with LLM Support
por: Liu, Qijiong, et al.
Publicado: (2024)
por: Liu, Qijiong, et al.
Publicado: (2024)
Test-Time Alignment for Tracking User Interest Shifts in Sequential Recommendation
por: Zhang, Changshuo, et al.
Publicado: (2025)
por: Zhang, Changshuo, et al.
Publicado: (2025)
Personalize Before Retrieve: LLM-based Personalized Query Expansion for User-Centric Retrieval
por: Zhang, Yingyi, et al.
Publicado: (2025)
por: Zhang, Yingyi, et al.
Publicado: (2025)
Real-Time Personalization for LLM-based Recommendation with Customized In-Context Learning
por: Bao, Keqin, et al.
Publicado: (2024)
por: Bao, Keqin, et al.
Publicado: (2024)
Interests Burn-down Diffusion Process for Personalized Collaborative Filtering
por: Qin, Yifang, et al.
Publicado: (2026)
por: Qin, Yifang, et al.
Publicado: (2026)
AR-Med: Automated Relevance Enhancement in Medical Search via LLM-Driven Information Augmentation
por: Wang, Chuyue, et al.
Publicado: (2025)
por: Wang, Chuyue, et al.
Publicado: (2025)
Unified Generative Search and Recommendation
por: Shi, Teng, et al.
Publicado: (2025)
por: Shi, Teng, et al.
Publicado: (2025)
Transform Before You Query: A Privacy-Preserving Approach for Vector Retrieval with Embedding Space Alignment
por: He, Ruiqi, et al.
Publicado: (2025)
por: He, Ruiqi, et al.
Publicado: (2025)
Unveiling Inference Scaling for Difference-Aware User Modeling in LLM Personalization
por: Chen, Suyu, et al.
Publicado: (2025)
por: Chen, Suyu, et al.
Publicado: (2025)
Rethinking LLM-Based Recommendations: A Personalized Query-Driven Parallel Integration
por: Han, Donghee, et al.
Publicado: (2025)
por: Han, Donghee, et al.
Publicado: (2025)
Searching Personal Collections
por: Bendersky, Michael, et al.
Publicado: (2024)
por: Bendersky, Michael, et al.
Publicado: (2024)
A Comparative Study of Retrieval Methods in Azure AI Search
por: Mao, Qiang, et al.
Publicado: (2025)
por: Mao, Qiang, et al.
Publicado: (2025)
LLM-Alignment Live-Streaming Recommendation
por: Liu, Yueyang, et al.
Publicado: (2025)
por: Liu, Yueyang, et al.
Publicado: (2025)
To Search or Not to Search: Aligning the Decision Boundary of Deep Search Agents via Causal Intervention
por: Zhang, Wenlin, et al.
Publicado: (2026)
por: Zhang, Wenlin, et al.
Publicado: (2026)
Ejemplares similares
-
Similarity = Value? Consultation Value Assessment and Alignment for Personalized Search
por: Qin, Weicong, et al.
Publicado: (2025) -
MoRE: A Mixture of Reflectors Framework for Large Language Model-Based Sequential Recommendation
por: Qin, Weicong, et al.
Publicado: (2024) -
Bridging Search and Recommendation through Latent Cross Reasoning
por: Shi, Teng, et al.
Publicado: (2025) -
Decoding Recommendation Behaviors of In-Context Learning LLMs Through Gradient Descent
por: Xu, Yi, et al.
Publicado: (2025) -
Paragon: Parameter Generation for Controllable Multi-Task Recommendation
por: Shen, Chenglei, et al.
Publicado: (2024)