Emulating Retrieval Augmented Generation via Prompt Engineering for Enhanced Long Context Comprehension in LLMs
Fuente:
arXiv
Saved in:
| Main Authors: | Park, Joon, Atarashi, Kyohei, Takeuchi, Koh, Kashima, Hisashi |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Exploring Causes and Mitigation of Hallucinations in Large Vision Language Models
by: Sun, Yaqi, et al.
Published: (2025)
by: Sun, Yaqi, et al.
Published: (2025)
Counterfactual Evaluation for Blind Attack Detection in LLM-based Evaluation Systems
by: Liu, Lijia, et al.
Published: (2025)
by: Liu, Lijia, et al.
Published: (2025)
Evaluating Cross-Modal Reasoning Ability and Problem Characteristics with Multimodal Item Response Theory
by: Uebayashi, Shunki, et al.
Published: (2026)
by: Uebayashi, Shunki, et al.
Published: (2026)
Cognitive Biases in Large Language Models: A Survey and Mitigation Experiments
by: Sumita, Yasuaki, et al.
Published: (2024)
by: Sumita, Yasuaki, et al.
Published: (2024)
Robust Anomaly Detection Under Normality Distribution Shift in Dynamic Graphs
by: Xu, Xiaoyang, et al.
Published: (2025)
by: Xu, Xiaoyang, et al.
Published: (2025)
Unpacking the Implicit Norm Dynamics of Sharpness-Aware Minimization in Tensorized Models
by: Cao, Tianxiao, et al.
Published: (2025)
by: Cao, Tianxiao, et al.
Published: (2025)
AHP-Powered LLM Reasoning for Multi-Criteria Evaluation of Open-Ended Responses
by: Lu, Xiaotian, et al.
Published: (2024)
by: Lu, Xiaotian, et al.
Published: (2024)
Probability Bounding: Post-Hoc Calibration via Box-Constrained Softmax
by: Atarashi, Kyohei, et al.
Published: (2025)
by: Atarashi, Kyohei, et al.
Published: (2025)
Retrieval Augmented Generation or Long-Context LLMs? A Comprehensive Study and Hybrid Approach
by: Li, Zhuowan, et al.
Published: (2024)
by: Li, Zhuowan, et al.
Published: (2024)
Adaptive Contrastive Decoding in Retrieval-Augmented Generation for Handling Noisy Contexts
by: Kim, Youna, et al.
Published: (2024)
by: Kim, Youna, et al.
Published: (2024)
LongRAG: Enhancing Retrieval-Augmented Generation with Long-context LLMs
by: Jiang, Ziyan, et al.
Published: (2024)
by: Jiang, Ziyan, et al.
Published: (2024)
Dynamic Uncertainty Ranking: Enhancing Retrieval-Augmented In-Context Learning for Long-Tail Knowledge in LLMs
by: Yu, Shuyang, et al.
Published: (2024)
by: Yu, Shuyang, et al.
Published: (2024)
Hierarchical Text Classification Using Black Box Large Language Models
by: Yoshimura, Kosuke, et al.
Published: (2025)
by: Yoshimura, Kosuke, et al.
Published: (2025)
Inference Scaling for Long-Context Retrieval Augmented Generation
by: Yue, Zhenrui, et al.
Published: (2024)
by: Yue, Zhenrui, et al.
Published: (2024)
LongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios via Prompt Compression
by: Jiang, Huiqiang, et al.
Published: (2023)
by: Jiang, Huiqiang, et al.
Published: (2023)
Infinite Retrieval: Attention Enhanced LLMs in Long-Context Processing
by: Ye, Xiaoju, et al.
Published: (2025)
by: Ye, Xiaoju, et al.
Published: (2025)
UncertaintyRAG: Span-Level Uncertainty Enhanced Long-Context Modeling for Retrieval-Augmented Generation
by: Li, Zixuan, et al.
Published: (2024)
by: Li, Zixuan, et al.
Published: (2024)
Chain of Evidences and Evidence to Generate: Prompting for Context Grounded and Retrieval Augmented Reasoning
by: Parvez, Md Rizwan
Published: (2024)
by: Parvez, Md Rizwan
Published: (2024)
Conflict-Aware Soft Prompting for Retrieval-Augmented Generation
by: Choi, Eunseong, et al.
Published: (2025)
by: Choi, Eunseong, et al.
Published: (2025)
Mindscape-Aware Retrieval Augmented Generation for Improved Long Context Understanding
by: Li, Yuqing, et al.
Published: (2025)
by: Li, Yuqing, et al.
Published: (2025)
Grounding Long-Context Reasoning with Contextual Normalization for Retrieval-Augmented Generation
by: Chen, Jiamin, et al.
Published: (2025)
by: Chen, Jiamin, et al.
Published: (2025)
Stronger Baselines for Retrieval-Augmented Generation with Long-Context Language Models
by: Laitenberger, Alex, et al.
Published: (2025)
by: Laitenberger, Alex, et al.
Published: (2025)
EXIT: Context-Aware Extractive Compression for Enhancing Retrieval-Augmented Generation
by: Hwang, Taeho, et al.
Published: (2024)
by: Hwang, Taeho, et al.
Published: (2024)
Oreo: A Plug-in Context Reconstructor to Enhance Retrieval-Augmented Generation
by: Li, Sha, et al.
Published: (2025)
by: Li, Sha, et al.
Published: (2025)
Dynamic Feature Selection from Variable Feature Sets Using Features of Features
by: Takahashi, Katsumi, et al.
Published: (2025)
by: Takahashi, Katsumi, et al.
Published: (2025)
Learning Neural Strategy-Proof Matching Mechanism from Examples
by: Maruo, Ryota, et al.
Published: (2024)
by: Maruo, Ryota, et al.
Published: (2024)
Learning Fair and Preferable Allocations through Neural Network
by: Maruo, Ryota, et al.
Published: (2024)
by: Maruo, Ryota, et al.
Published: (2024)
LaRA: Benchmarking Retrieval-Augmented Generation and Long-Context LLMs -- No Silver Bullet for LC or RAG Routing
by: Li, Kuan, et al.
Published: (2025)
by: Li, Kuan, et al.
Published: (2025)
Enhancing Robustness of Retrieval-Augmented Language Models with In-Context Learning
by: Park, Seong-Il, et al.
Published: (2024)
by: Park, Seong-Il, et al.
Published: (2024)
Long$^2$RAG: Evaluating Long-Context & Long-Form Retrieval-Augmented Generation with Key Point Recall
by: Qi, Zehan, et al.
Published: (2024)
by: Qi, Zehan, et al.
Published: (2024)
IterKey: Iterative Keyword Generation with LLMs for Enhanced Retrieval Augmented Generation
by: Hayashi, Kazuki, et al.
Published: (2025)
by: Hayashi, Kazuki, et al.
Published: (2025)
LongRAG: A Dual-Perspective Retrieval-Augmented Generation Paradigm for Long-Context Question Answering
by: Zhao, Qingfei, et al.
Published: (2024)
by: Zhao, Qingfei, et al.
Published: (2024)
Context Shapes LLMs Retrieval-Augmented Fact-Checking Effectiveness
by: Bernardelle, Pietro, et al.
Published: (2026)
by: Bernardelle, Pietro, et al.
Published: (2026)
RAPID: Long-Context Inference with Retrieval-Augmented Speculative Decoding
by: Chen, Guanzheng, et al.
Published: (2025)
by: Chen, Guanzheng, et al.
Published: (2025)
Lifelong Knowledge Editing for LLMs with Retrieval-Augmented Continuous Prompt Learning
by: Chen, Qizhou, et al.
Published: (2024)
by: Chen, Qizhou, et al.
Published: (2024)
Context-Adaptive Synthesis and Compression for Enhanced Retrieval-Augmented Generation in Complex Domains
by: Zhou, Peiran, et al.
Published: (2025)
by: Zhou, Peiran, et al.
Published: (2025)
Accelerating Inference of Retrieval-Augmented Generation via Sparse Context Selection
by: Zhu, Yun, et al.
Published: (2024)
by: Zhu, Yun, et al.
Published: (2024)
Query Suggestion for Retrieval-Augmented Generation via Dynamic In-Context Learning
by: Spaeh, Fabian, et al.
Published: (2026)
by: Spaeh, Fabian, et al.
Published: (2026)
CTkvr: KV Cache Retrieval for Long-Context LLMs via Centroid then Token Indexing
by: Lu, Kuan, et al.
Published: (2025)
by: Lu, Kuan, et al.
Published: (2025)
MemoRAG: Boosting Long Context Processing with Global Memory-Enhanced Retrieval Augmentation
by: Qian, Hongjin, et al.
Published: (2024)
by: Qian, Hongjin, et al.
Published: (2024)
Similar Items
-
Exploring Causes and Mitigation of Hallucinations in Large Vision Language Models
by: Sun, Yaqi, et al.
Published: (2025) -
Counterfactual Evaluation for Blind Attack Detection in LLM-based Evaluation Systems
by: Liu, Lijia, et al.
Published: (2025) -
Evaluating Cross-Modal Reasoning Ability and Problem Characteristics with Multimodal Item Response Theory
by: Uebayashi, Shunki, et al.
Published: (2026) -
Cognitive Biases in Large Language Models: A Survey and Mitigation Experiments
by: Sumita, Yasuaki, et al.
Published: (2024) -
Robust Anomaly Detection Under Normality Distribution Shift in Dynamic Graphs
by: Xu, Xiaoyang, et al.
Published: (2025)