Micro-Macro Retrieval: Reducing Long-Form Hallucination in Large Language Models
Fuente:
arXiv
Guardado en:
| Autores principales: | Feng, Yujie, Li, Jian, Zhou, Zhihan, Xu, Pengfei, Zhang, Yujia, Li, Xiaoyu, Zhou, Xiaohui, Zhao, Alan, Chen, Xi, Wu, Xiao-Ming |
|---|---|
| Formato: | Preprint |
| Publicado: |
2026
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
AIMMerging: Adaptive Iterative Model Merging Using Training Trajectories for Language Model Continual Learning
por: Feng, Yujie, et al.
Publicado: (2025)
por: Feng, Yujie, et al.
Publicado: (2025)
Ambiguity Awareness Optimization: Towards Semantic Disambiguation for Direct Preference Optimization
por: Li, Jian, et al.
Publicado: (2025)
por: Li, Jian, et al.
Publicado: (2025)
Metacognitive Retrieval-Augmented Large Language Models
por: Zhou, Yujia, et al.
Publicado: (2024)
por: Zhou, Yujia, et al.
Publicado: (2024)
Coarse-to-Fine Highlighting: Reducing Knowledge Hallucination in Large Language Models
por: Lv, Qitan, et al.
Publicado: (2024)
por: Lv, Qitan, et al.
Publicado: (2024)
Can Movable Antenna-enabled Micro-Mobility Replace UAV-enabled Macro-Mobility? A Physical Layer Security Perspective
por: Li, Kaixuan, et al.
Publicado: (2025)
por: Li, Kaixuan, et al.
Publicado: (2025)
BiLD: Bi-directional Logits Difference Loss for Large Language Model Distillation
por: Li, Minchong, et al.
Publicado: (2024)
por: Li, Minchong, et al.
Publicado: (2024)
RetroLLM: Empowering Large Language Models to Retrieve Fine-grained Evidence within Generation
por: Li, Xiaoxi, et al.
Publicado: (2024)
por: Li, Xiaoxi, et al.
Publicado: (2024)
Unsupervised Real-Time Hallucination Detection based on the Internal States of Large Language Models
por: Su, Weihang, et al.
Publicado: (2024)
por: Su, Weihang, et al.
Publicado: (2024)
From Macro to Micro: Boosting micro-expression recognition via pre-training on macro-expression videos
por: Li, Hanting, et al.
Publicado: (2024)
por: Li, Hanting, et al.
Publicado: (2024)
Towards Mitigating API Hallucination in Code Generated by LLMs with Hierarchical Dependency Aware
por: Chen, Yujia, et al.
Publicado: (2025)
por: Chen, Yujia, et al.
Publicado: (2025)
Sanity Checks for Long-Form Hallucination Detection
por: Zollicoffer, Geigh, et al.
Publicado: (2026)
por: Zollicoffer, Geigh, et al.
Publicado: (2026)
LLMSynthor: Macro-Aligned Micro-Records Synthesis with Large Language Models
por: Tang, Yihong, et al.
Publicado: (2025)
por: Tang, Yihong, et al.
Publicado: (2025)
HiMAC: Hierarchical Macro-Micro Learning for Long-Horizon LLM Agents
por: Jin, Hongbo, et al.
Publicado: (2026)
por: Jin, Hongbo, et al.
Publicado: (2026)
From Macro to Micro: Probing Dataset Diversity in Language Model Fine-Tuning
por: Li, Haoyu, et al.
Publicado: (2025)
por: Li, Haoyu, et al.
Publicado: (2025)
Reducing Hallucinations of Medical Multimodal Large Language Models with Visual Retrieval-Augmented Generation
por: Chu, Yun-Wei, et al.
Publicado: (2025)
por: Chu, Yun-Wei, et al.
Publicado: (2025)
From Macro to Micro: Benchmarking Microscopic Spatial Intelligence on Molecules via Vision-Language Models
por: Li, Zongzhao, et al.
Publicado: (2025)
por: Li, Zongzhao, et al.
Publicado: (2025)
The Granularity Axis: A Micro-to-Macro Latent Direction for Social Roles in Language Models
por: Qin, Chonghan, et al.
Publicado: (2026)
por: Qin, Chonghan, et al.
Publicado: (2026)
Target Localization with Macro and Micro Base Stations Cooperative Sensing
por: Liu, Haotian, et al.
Publicado: (2024)
por: Liu, Haotian, et al.
Publicado: (2024)
Benchmarking LLM-as-a-Judge for Long-Form Output Evaluation
por: Chen, Junjie, et al.
Publicado: (2026)
por: Chen, Junjie, et al.
Publicado: (2026)
scInterpreter: Training Large Language Models to Interpret scRNA-seq Data for Cell Type Annotation
por: Li, Cong, et al.
Publicado: (2024)
por: Li, Cong, et al.
Publicado: (2024)
Knowledge Overshadowing Causes Amalgamated Hallucination in Large Language Models
por: Zhang, Yuji, et al.
Publicado: (2024)
por: Zhang, Yuji, et al.
Publicado: (2024)
Micro‐Determination of the Macro‐Drugs (Pseudoephedrine Hydrochloride‐Ibuprofen) in their Pure Form and Pharmaceutical Preparations
por: Asmaa Saeed Jabouri, et al.
Publicado: (2025)
por: Asmaa Saeed Jabouri, et al.
Publicado: (2025)
HiMix: Reducing Computational Complexity in Large Vision-Language Models
por: Zhang, Xuange, et al.
Publicado: (2025)
por: Zhang, Xuange, et al.
Publicado: (2025)
Coupling Macro Dynamics and Micro States for Long-Horizon Social Simulation
por: Zhang, Yunyao, et al.
Publicado: (2026)
por: Zhang, Yunyao, et al.
Publicado: (2026)
DualFocus: Integrating Macro and Micro Perspectives in Multi-modal Large Language Models
por: Cao, Yuhang, et al.
Publicado: (2024)
por: Cao, Yuhang, et al.
Publicado: (2024)
Assessing the Macro and Micro Effects of Random Seeds on Fine-Tuning Large Language Models
por: Bui, Nghia, et al.
Publicado: (2025)
por: Bui, Nghia, et al.
Publicado: (2025)
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)
Macro-from-Micro Planning for High-Quality and Parallelized Autoregressive Long Video Generation
por: Xiang, Xunzhi, et al.
Publicado: (2025)
por: Xiang, Xunzhi, et al.
Publicado: (2025)
Micro, Macro & Mezzo Geoinformation
Publicado: (2020)
Publicado: (2020)
AutoHall: Automated Factuality Hallucination Dataset Generation for Large Language Models
por: Cao, Zouying, et al.
Publicado: (2023)
por: Cao, Zouying, et al.
Publicado: (2023)
Macro‐Micro Testing‐Based Study on the Physical and Mechanical Properties of Cohesive Soil Containing Calcareous Nodules
por: Yuedong Wu, et al.
Publicado: (2025)
por: Yuedong Wu, et al.
Publicado: (2025)
MicroVerse: A Preliminary Exploration Toward a Micro-World Simulation
por: Wang, Rongsheng, et al.
Publicado: (2026)
por: Wang, Rongsheng, et al.
Publicado: (2026)
HallusionBench: An Advanced Diagnostic Suite for Entangled Language Hallucination and Visual Illusion in Large Vision-Language Models
por: Guan, Tianrui, et al.
Publicado: (2023)
por: Guan, Tianrui, et al.
Publicado: (2023)
Hallucination Mitigation Prompts Long-term Video Understanding
por: Sun, Yiwei, et al.
Publicado: (2024)
por: Sun, Yiwei, et al.
Publicado: (2024)
RODS: Robust Optimization Inspired Diffusion Sampling for Detecting and Reducing Hallucination in Generative Models
por: Tian, Yiqi, et al.
Publicado: (2025)
por: Tian, Yiqi, et al.
Publicado: (2025)
Copy-Paste to Mitigate Large Language Model Hallucinations
por: Long, Yongchao, et al.
Publicado: (2025)
por: Long, Yongchao, et al.
Publicado: (2025)
MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models
por: Zhao, Qiyan, et al.
Publicado: (2025)
por: Zhao, Qiyan, et al.
Publicado: (2025)
Micro-, Meso- and Macro-Connectomics of the Brain
Publicado: (2018)
Publicado: (2018)
Robust Micro-Macro Entangled States
por: Mirkamali, Maryam Sadat, et al.
Publicado: (2024)
por: Mirkamali, Maryam Sadat, et al.
Publicado: (2024)
Micro-, Meso- and Macro-Dynamics of the Brain
Publicado: (2018)
Publicado: (2018)
Ejemplares similares
-
AIMMerging: Adaptive Iterative Model Merging Using Training Trajectories for Language Model Continual Learning
por: Feng, Yujie, et al.
Publicado: (2025) -
Ambiguity Awareness Optimization: Towards Semantic Disambiguation for Direct Preference Optimization
por: Li, Jian, et al.
Publicado: (2025) -
Metacognitive Retrieval-Augmented Large Language Models
por: Zhou, Yujia, et al.
Publicado: (2024) -
Coarse-to-Fine Highlighting: Reducing Knowledge Hallucination in Large Language Models
por: Lv, Qitan, et al.
Publicado: (2024) -
Can Movable Antenna-enabled Micro-Mobility Replace UAV-enabled Macro-Mobility? A Physical Layer Security Perspective
por: Li, Kaixuan, et al.
Publicado: (2025)