Alleviating LLM-based Generative Retrieval Hallucination in Alipay Search

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Shen, Yedan, Wu, Kaixin, Ding, Yuechen, Wen, Jingyuan, Liu, Hong, Zhong, Mingjie, Lin, Zhouhan, Xu, Jia, Mo, Linjian
Format:	Preprint
Published:	2025
Subjects:	Information Retrieval Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

CPRM: A LLM-based Continual Pre-training Framework for Relevance Modeling in Commercial Search
by: Wu, Kaixin, et al.
Published: (2024)

DOGR: Leveraging Document-Oriented Contrastive Learning in Generative Retrieval
by: Lu, Penghao, et al.
Published: (2025)

Towards Boosting LLMs-driven Relevance Modeling with Progressive Retrieved Behavior-augmented Prompting
by: Chen, Zeyuan, et al.
Published: (2024)

MI-DPG: Decomposable Parameter Generation Network Based on Mutual Information for Multi-Scenario Recommendation
by: Cheng, Wenzhuo, et al.
Published: (2026)

Align$^3$GR: Unified Multi-Level Alignment for LLM-based Generative Recommendation
by: Ye, Wencai, et al.
Published: (2025)

Boosting LLM-based Relevance Modeling with Distribution-Aware Robust Learning
by: Liu, Hong, et al.
Published: (2024)

Mixture-of-Experts Knowledge Graph Retrieval-Augmented Generation for Multi-Agent LLM-based Recommendation
by: Wang, Shijie, et al.
Published: (2026)

Enhancing SPARQL Generation by Triplet-order-sensitive Pre-training
by: Su, Chang, et al.
Published: (2024)

Knowledge Graph Retrieval-Augmented Generation for LLM-based Recommendation
by: Wang, Shijie, et al.
Published: (2025)

Fine-Grained Guidance for Retrievers: Leveraging LLMs' Feedback in Retrieval-Augmented Generation
by: Liu, Yuhang, et al.
Published: (2024)

A Learnable Fully Interacted Two-Tower Model for Pre-Ranking System
by: Xiong, Chao, et al.
Published: (2025)

Hyper-RAG: Combating LLM Hallucinations using Hypergraph-Driven Retrieval-Augmented Generation
by: Feng, Yifan, et al.
Published: (2025)

Personalize Before Retrieve: LLM-based Personalized Query Expansion for User-Centric Retrieval
by: Zhang, Yingyi, et al.
Published: (2025)

Breaking the Length Barrier: LLM-Enhanced CTR Prediction in Long Textual User Behaviors
by: Geng, Binzong, et al.
Published: (2024)

Prospects of Retrieval Augmented Generation (RAG) for Academic Library Search and Retrieval
by: Bevara, Ravi, et al.
Published: (2025)

LegalMALR:Multi-Agent Query Understanding and LLM-Based Reranking for Chinese Statute Retrieval
by: Li, Yunhan, et al.
Published: (2026)

Revisiting General Map Search via Generative Point-of-Interest Retrieval
by: Chen, Dong, et al.
Published: (2026)

Leveraging Memory Retrieval to Enhance LLM-based Generative Recommendation
by: Wang, Chengbing, et al.
Published: (2024)

Inductive Generative Recommendation via Retrieval-based Speculation
by: Ding, Yijie, et al.
Published: (2024)

SPAR: Scholar Paper Retrieval with LLM-based Agents for Enhanced Academic Search
by: Shi, Xiaofeng, et al.
Published: (2025)

RALI@TREC iKAT 2024: Achieving Personalization via Retrieval Fusion in Conversational Search
by: Hui, Yuchen, et al.
Published: (2024)

DA-RAG: Dynamic Attributed Community Search for Retrieval-Augmented Generation
by: Zeng, Xingyuan, et al.
Published: (2026)

Invar-RAG: Invariant LLM-aligned Retrieval for Better Generation
by: Liu, Ziwei, et al.
Published: (2024)

CroSearch-R1: Better Leveraging Cross-lingual Knowledge for Retrieval-Augmented Generation
by: Qi, Rui, et al.
Published: (2026)

TongSearch-QR: Reinforced Query Reasoning for Retrieval
by: Qin, Xubo, et al.
Published: (2025)

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

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

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

Customized Retrieval-Augmented Generation with LLM for Debiasing Recommendation Unlearning
by: Zhang, Haichao, et al.
Published: (2025)

Toward Robust GraphRAG: Mitigating Retrieval Drift and Hallucination from Imperfect Knowledge Graphs
by: Ma, Yizhuo, et al.
Published: (2026)

IterQR: An Iterative Framework for LLM-based Query Rewrite in e-Commercial Search System
by: Chen, Shangyu, et al.
Published: (2025)

Conversational Search: From Fundamentals to Frontiers in the LLM Era
by: Mo, Fengran, et al.
Published: (2025)

MultiRAG: A Knowledge-guided Framework for Mitigating Hallucination in Multi-source Retrieval Augmented Generation
by: Wu, Wenlong, et al.
Published: (2025)

Eliminating Hallucination in Diffusion-Augmented Interactive Text-to-Image Retrieval
by: Zhang, Zhuocheng, et al.
Published: (2026)

What Generative Search Engines Like and How to Optimize Web Content Cooperatively
by: Wu, Yujiang, et al.
Published: (2025)

Purely Semantic Indexing for LLM-based Generative Recommendation and Retrieval
by: Zhang, Ruohan, et al.
Published: (2025)

Optimizing Retrieval Components for a Shared Backbone via Component-Wise Multi-Stage Training
by: Li, Yunhan, et al.
Published: (2026)

Rethinking Agentic Search with Pi-Serini: Is Lexical Retrieval Sufficient?
by: Hsu, Tz-Huan, et al.
Published: (2026)

An automatic patent literature retrieval system based on LLM-RAG
by: Ding, Yao, et al.
Published: (2025)

Retrieval-GRPO: A Multi-Objective Reinforcement Learning Framework for Dense Retrieval in Taobao Search
by: Liu, Xingxian, et al.
Published: (2025)