Cover Image

Guaranteeing Knowledge Integration with Joint Decoding for Retrieval-Augmented Generation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Zhao, Zhengyi, Zhang, Shubo, Wang, Zezhong, Zhang, Yuxi, Wang, Huimin, Zhao, Yutian, Zheng, Yefeng, Li, Binyang, Wong, Kam-Fai, Wu, Xian
Format:	Preprint
Published:	2026
Subjects:	Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

T$^2$: An Adaptive Test-Time Scaling Strategy for Contextual Question Answering
by: Zhao, Zhengyi, et al.
Published: (2025)

MemeReaCon: Probing Contextual Meme Understanding in Large Vision-Language Models
by: Zhao, Zhengyi, et al.
Published: (2025)

Dual-Density Inference for Efficient Language Model Reasoning
by: Zhao, Zhengyi, et al.
Published: (2025)

FReM: A Flexible Reasoning Mechanism for Balancing Quick and Slow Thinking in Long-Context Question Answering
by: Zhao, Zhengyi, et al.
Published: (2025)

WHERE and WHICH: Iterative Debate for Biomedical Synthetic Data Augmentation
by: Zhao, Zhengyi, et al.
Published: (2025)

EventWeave: A Dynamic Framework for Capturing Core and Supporting Events in Dialogue Systems
by: Zhao, Zhengyi, et al.
Published: (2025)

PerLTQA: A Personal Long-Term Memory Dataset for Memory Classification, Retrieval, and Synthesis in Question Answering
by: Du, Yiming, et al.
Published: (2024)

UniMS-RAG: A Unified Multi-source Retrieval-Augmented Generation for Personalized Dialogue Systems
by: Wang, Hongru, et al.
Published: (2024)

Medusa: Cross-Modal Transferable Adversarial Attacks on Multimodal Medical Retrieval-Augmented Generation
by: Shang, Yingjia, et al.
Published: (2025)

Self-Guard: Empower the LLM to Safeguard Itself
by: Wang, Zezhong, et al.
Published: (2023)

VLEU: a Method for Automatic Evaluation for Generalizability of Text-to-Image Models
by: Cao, Jingtao, et al.
Published: (2024)

Robust Tool Use via Fission-GRPO: Learning to Recover from Execution Errors
by: Zhang, Zhiwei, et al.
Published: (2026)

SeRTS: Self-Rewarding Tree Search for Biomedical Retrieval-Augmented Generation
by: Hu, Minda, et al.
Published: (2024)

RACER: Retrieval-Augmented Contextual Rapid Speculative Decoding
by: Zhang, Zihong, et al.
Published: (2026)

Instance Relation Learning Network with Label Knowledge Propagation for Few-shot Multi-label Intent Detection
by: Zhao, Shiman, et al.
Published: (2025)

LFD: Layer Fused Decoding to Exploit External Knowledge in Retrieval-Augmented Generation
by: Sun, Yang, et al.
Published: (2025)

Model Merging for Knowledge Editing
by: Fu, Zichuan, et al.
Published: (2025)

MlingConf: A Comprehensive Study of Multilingual Confidence Estimation on Large Language Models
by: Xue, Boyang, et al.
Published: (2024)

MlingConf: A Comprehensive Study of Multilingual Confidence Estimation on Large Language Models
by: Xue, Boyang, et al.
Published: (2024)

MedKP: Medical Dialogue with Knowledge Enhancement and Clinical Pathway Encoding
by: Wu, Jiageng, et al.
Published: (2024)

Counterspeech for Mitigating the Influence of Media Bias: Comparing Human and LLM-Generated Responses
by: Lin, Luyang, et al.
Published: (2025)

Improving Retrieval-Augmented Deep Assertion Generation via Joint Training
by: Zhang, Quanjun, et al.
Published: (2025)

Unveiling Knowledge Utilization Mechanisms in LLM-based Retrieval-Augmented Generation
by: Wang, Yuhao, et al.
Published: (2025)

IndiVec: An Exploration of Leveraging Large Language Models for Media Bias Detection with Fine-Grained Bias Indicators
by: Lin, Luyang, et al.
Published: (2024)

UniRetriever: Multi-task Candidates Selection for Various Context-Adaptive Conversational Retrieval
by: Wang, Hongru, et al.
Published: (2024)

MARS: Modality-Aligned Retrieval for Sequence Augmented CTR Prediction
by: Xiao, Yutian, et al.
Published: (2025)

OSPC: Detecting Harmful Memes with Large Language Model as a Catalyst
by: Cao, Jingtao, et al.
Published: (2024)

Federated Modality-specific Encoders and Partially Personalized Fusion Decoder for Multimodal Brain Tumor Segmentation
by: Liu, Hong, et al.
Published: (2026)

Understanding and Mitigating Bias Inheritance in LLM-based Data Augmentation on Downstream Tasks
by: Li, Miaomiao, et al.
Published: (2025)

MultiDx: A Multi-Source Knowledge Integration Framework towards Diagnostic Reasoning
by: Deng, Yimin, et al.
Published: (2026)

Multimodal Mixture-of-Experts with Retrieval Augmentation for Protein Active Site Identification
by: Wu, Jiayang, et al.
Published: (2026)

Federated Recommendation via Hybrid Retrieval Augmented Generation
by: Zeng, Huimin, et al.
Published: (2024)

Beyond Single Models: Mitigating Multimodal Hallucinations via Adaptive Token Ensemble Decoding
by: Li, Jinlin, et al.
Published: (2025)

Evidence-Driven Retrieval Augmented Response Generation for Online Misinformation
by: Yue, Zhenrui, et al.
Published: (2024)

Nonlinear optical analogues of quantum phase transitions in a squeezing-enhanced LMG model
by: Kam, Chon-Fai
Published: (2025)

Majorana Constellations: A Geometric Lens on Multipartite Entanglement and Geometric Phases
by: Kam, Chon-Fai
Published: (2026)

Three-Axis Spin Squeezed States Associated with Excited-State Quantum Phase Transitions
by: Kam, Chon-Fai
Published: (2025)

Nonlinear optical realization of non-integrable phases accompanying quantum phase transitions
by: Kam, Chon-Fai
Published: (2025)

PIR-RAG: A System for Private Information Retrieval in Retrieval-Augmented Generation
by: Wang, Baiqiang, et al.
Published: (2025)

Fourth-order Adaptive Mesh Refinement both in space and in time for incompressible Navier-Stokes equations with Dirichlet boundary conditions
by: Zhao, Shubo, et al.
Published: (2025)