Cover Image

Towards Context-aware Reasoning-enhanced Generative Searching in E-commerce

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Liu, Zhiding, Chen, Ben, Cheng, Mingyue, Chen, Enhong, Li, Li, Lei, Chenyi, Ou, Wenwu, Li, Han, Gai, Kun
Format:	Preprint
Published:	2025
Subjects:	Information Retrieval
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

KuaiSearch: A Large-Scale E-Commerce Search Dataset for Recall, Ranking, and Relevance
by: Li, Yupeng, et al.
Published: (2026)

Preference Trajectory Modeling via Flow Matching for Sequential Recommendation
by: Li, Li, et al.
Published: (2025)

OneSearch: A Preliminary Exploration of the Unified End-to-End Generative Framework for E-commerce Search
by: Chen, Ben, et al.
Published: (2025)

OneSug: The Unified End-to-End Generative Framework for E-commerce Query Suggestion
by: Guo, Xian, et al.
Published: (2025)

Pre-trained Language Model and Knowledge Distillation for Lightweight Sequential Recommendation
by: Li, Li, et al.
Published: (2024)

TIGER-FG: Text-Guided Implicit Fine-Grained Grounding for E-commerce Retrieval
by: Sun, Xinyu, et al.
Published: (2026)

DiffusionGS: Generative Search with Query Conditioned Diffusion in Kuaishou
by: Li, Qinyao, et al.
Published: (2025)

SD-Search: On-Policy Hindsight Self-Distillation for Search-Augmented Reasoning
by: Ma, Yufei, et al.
Published: (2026)

IG-Search: Step-Level Information Gain Rewards for Search-Augmented Reasoning
by: Liang, Zihan, et al.
Published: (2026)

Towards Automatic Sampling of User Behaviors for Sequential Recommender Systems
by: Zhang, Hao, et al.
Published: (2023)

OneSearch-V2: The Latent Reasoning Enhanced Self-distillation Generative Search Framework
by: Chen, Ben, et al.
Published: (2026)

A Comprehensive Survey on Cross-Domain Recommendation: Taxonomy, Progress, and Prospects
by: Zhang, Hao, et al.
Published: (2025)

Semantic-enhanced Modality-asymmetric Retrieval for Online E-commerce Search
by: Zhou, Zhigong, et al.
Published: (2025)

COINS: SemantiC Ids Enhanced COLd Item RepresentatioN for Click-through Rate Prediction in E-commerce Search
by: Zhao, Qihang, et al.
Published: (2025)

Generative Retrieval with Preference Optimization for E-commerce Search
by: Li, Mingming, et al.
Published: (2024)

Learning Recommender Systems with Soft Target: A Decoupled Perspective
by: Zhang, Hao, et al.
Published: (2024)

Awakening Dormant Users: Generative Recommendation with Counterfactual Functional Role Reasoning
by: Luo, Huishi, et al.
Published: (2026)

Synthetic Data Powers Product Retrieval for Long-tail Knowledge-Intensive Queries in E-commerce Search
by: Ling, Gui, et al.
Published: (2026)

A Unified Search and Recommendation Framework Based on Multi-Scenario Learning for Ranking in E-commerce
by: Liu, Jinhan, 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)

Taxonomy-based Negative Sampling In Personalized Semantic Search for E-commerce
by: Jinadu, Uthman, et al.
Published: (2025)

Multi-Source Knowledge Pruning for Retrieval-Augmented Generation: A Benchmark and Empirical Study
by: Yu, Shuo, et al.
Published: (2024)

Hierarchical Query Classification in E-commerce Search
by: He, Bing, et al.
Published: (2024)

Towards Scalability and Extensibility of Query Reformulation Modeling in E-commerce Search
by: Zhang, Ziqi, et al.
Published: (2024)

UniECS: Unified Multimodal E-Commerce Search Framework with Gated Cross-modal Fusion
by: Liang, Zihan, et al.
Published: (2025)

K-CARE: Knowledge-driven Symmetrical Contextual Anchoring and Analogical Prototype Reasoning for E-commerce Relevance
by: Yifei, Chen, et al.
Published: (2026)

GLASS: A Generative Recommender for Long-sequence Modeling via SID-Tier and Semantic Search
by: Cao, Shiteng, et al.
Published: (2026)

Large Language Model based Long-tail Query Rewriting in Taobao Search
by: Peng, Wenjun, et al.
Published: (2023)

Empowering Sequential Recommendation from Collaborative Signals and Semantic Relatedness
by: Cheng, Mingyue, 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)

DV-FSR: A Dual-View Target Attack Framework for Federated Sequential Recommendation
by: Qin, Qitao, et al.
Published: (2024)

Hi-Gen: Generative Retrieval For Large-Scale Personalized E-commerce Search
by: Wu, Yanjing, et al.
Published: (2024)

PoTable: Towards Systematic Thinking via Plan-then-Execute Stage Reasoning on Tables
by: Mao, Qingyang, et al.
Published: (2024)

Large Reasoning Embedding Models: Towards Next-Generation Dense Retrieval Paradigm
by: Tang, Jianting, et al.
Published: (2025)

OxygenREC: An Instruction-Following Generative Framework for E-commerce Recommendation
by: Hao, Xuegang, et al.
Published: (2025)

OneMall: One Architecture, More Scenarios -- End-to-End Generative Recommender Family at Kuaishou E-Commerce
by: Zhang, Kun, et al.
Published: (2026)

Adaptive User Interest Modeling via Conditioned Denoising Diffusion For Click-Through Rate Prediction
by: Zhao, Qihang, et al.
Published: (2025)

LLM-based Semantic Search for Conversational Queries in E-commerce
by: Siddiqui, Emad, et al.
Published: (2026)

Towards Group-aware Search Success
by: Wu, Haolun, et al.
Published: (2024)

Unlocking the Potential of Large Language Models for Explainable Recommendations
by: Luo, Yucong, et al.
Published: (2023)