Searching for Best Practices in Retrieval-Augmented Generation
Fuente:
arXiv
Saved in:
| Main Authors: | Wang, Xiaohua, Wang, Zhenghua, Gao, Xuan, Zhang, Feiran, Wu, Yixin, Xu, Zhibo, Shi, Tianyuan, Wang, Zhengyuan, Li, Shizheng, Qian, Qi, Yin, Ruicheng, Lv, Changze, Zheng, Xiaoqing, Huang, Xuanjing |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Explainable Synthetic Image Detection through Diffusion Timestep Ensembling
by: Wu, Yixin, et al.
Published: (2025)
by: Wu, Yixin, et al.
Published: (2025)
VIB-Probe: Detecting and Mitigating Hallucinations in Vision-Language Models via Variational Information Bottleneck
by: Zhang, Feiran, et al.
Published: (2026)
by: Zhang, Feiran, et al.
Published: (2026)
Improving Continual Pre-training Through Seamless Data Packing
by: Yin, Ruicheng, et al.
Published: (2025)
by: Yin, Ruicheng, et al.
Published: (2025)
Layer-Specific Scaling of Positional Encodings for Superior Long-Context Modeling
by: Wang, Zhenghua, et al.
Published: (2025)
by: Wang, Zhenghua, et al.
Published: (2025)
BatCoder: Self-Supervised Bidirectional Code-Documentation Learning via Back-Translation
by: Xu, Jingwen, et al.
Published: (2026)
by: Xu, Jingwen, et al.
Published: (2026)
Beyond Single Labels: Improving Conversational Recommendation through LLM-Powered Data Augmentation
by: Xu, Haozhe, et al.
Published: (2025)
by: Xu, Haozhe, et al.
Published: (2025)
Dendritic Localized Learning: Toward Biologically Plausible Algorithm
by: Lv, Changze, et al.
Published: (2025)
by: Lv, Changze, et al.
Published: (2025)
Towards Biologically Plausible Computing: A Comprehensive Comparison
by: Lv, Changze, et al.
Published: (2024)
by: Lv, Changze, et al.
Published: (2024)
Enhancing the Capability and Robustness of Large Language Models through Reinforcement Learning-Driven Query Refinement
by: Wang, Xiaohua, et al.
Published: (2024)
by: Wang, Xiaohua, et al.
Published: (2024)
Revisiting Jailbreaking for Large Language Models: A Representation Engineering Perspective
by: Li, Tianlong, et al.
Published: (2024)
by: Li, Tianlong, et al.
Published: (2024)
UPLex: Fine-Grained Personality Control in Large Language Models via Unsupervised Lexical Modulation
by: Li, Tianlong, et al.
Published: (2023)
by: Li, Tianlong, et al.
Published: (2023)
Enhancing Model Privacy in Federated Learning with Random Masking and Quantization
by: Xu, Zhibo, et al.
Published: (2025)
by: Xu, Zhibo, et al.
Published: (2025)
TripTailor: A Real-World Benchmark for Personalized Travel Planning
by: Shen, Yuanzhe, et al.
Published: (2025)
by: Shen, Yuanzhe, et al.
Published: (2025)
Progressive Mastery: Customized Curriculum Learning with Guided Prompting for Mathematical Reasoning
by: Wu, Muling, et al.
Published: (2025)
by: Wu, Muling, et al.
Published: (2025)
Decoding Continuous Character-based Language from Non-invasive Brain Recordings
by: Zhang, Cenyuan, et al.
Published: (2024)
by: Zhang, Cenyuan, et al.
Published: (2024)
Advancing Spiking Neural Networks for Sequential Modeling with Central Pattern Generators
by: Lv, Changze, et al.
Published: (2024)
by: Lv, Changze, et al.
Published: (2024)
Efficient and Effective Time-Series Forecasting with Spiking Neural Networks
by: Lv, Changze, et al.
Published: (2024)
by: Lv, Changze, et al.
Published: (2024)
CSSG: Measuring Code Similarity with Semantic Graphs
by: Lu, Yiyang, et al.
Published: (2026)
by: Lu, Yiyang, et al.
Published: (2026)
Biologically Plausible Learning via Bidirectional Spike-Based Distillation
by: Lv, Changze, et al.
Published: (2025)
by: Lv, Changze, et al.
Published: (2025)
Toward Relative Positional Encoding in Spiking Transformers
by: Lv, Changze, et al.
Published: (2025)
by: Lv, Changze, et al.
Published: (2025)
Benchmark^2: Systematic Evaluation of LLM Benchmarks
by: Qian, Qi, et al.
Published: (2026)
by: Qian, Qi, et al.
Published: (2026)
Aligning Large Language Models with Human Preferences through Representation Engineering
by: Liu, Wenhao, et al.
Published: (2023)
by: Liu, Wenhao, et al.
Published: (2023)
Advancing Parameter Efficiency in Fine-tuning via Representation Editing
by: Wu, Muling, et al.
Published: (2024)
by: Wu, Muling, et al.
Published: (2024)
Spiking Convolutional Neural Networks for Text Classification
by: Lv, Changze, et al.
Published: (2024)
by: Lv, Changze, et al.
Published: (2024)
Promoting Data and Model Privacy in Federated Learning through Quantized LoRA
by: Zhu, JianHao, et al.
Published: (2024)
by: Zhu, JianHao, et al.
Published: (2024)
Reward Hacking in the Era of Large Models: Mechanisms, Emergent Misalignment, Challenges
by: Wang, Xiaohua, et al.
Published: (2026)
by: Wang, Xiaohua, et al.
Published: (2026)
SATER: A Self-Aware and Token-Efficient Approach to Routing and Cascading
by: Shen, Yuanzhe, et al.
Published: (2025)
by: Shen, Yuanzhe, et al.
Published: (2025)
Tell Me What You Don't Know: Enhancing Refusal Capabilities of Role-Playing Agents via Representation Space Analysis and Editing
by: Liu, Wenhao, et al.
Published: (2024)
by: Liu, Wenhao, et al.
Published: (2024)
Controllable Memory Usage: Balancing Anchoring and Innovation in Long-Term Human-Agent Interaction
by: Tian, Muzhao, et al.
Published: (2026)
by: Tian, Muzhao, et al.
Published: (2026)
SpikeBERT: A Language Spikformer Learned from BERT with Knowledge Distillation
by: Lv, Changze, et al.
Published: (2023)
by: Lv, Changze, et al.
Published: (2023)
RAGTurk: Best Practices for Retrieval Augmented Generation in Turkish
by: Köse, Süha Kağan, et al.
Published: (2026)
by: Köse, Süha Kağan, et al.
Published: (2026)
RECAST: Expanding the Boundaries of LLMs' Complex Instruction Following with Multi-Constraint Data
by: Guo, Zhengkang, et al.
Published: (2025)
by: Guo, Zhengkang, et al.
Published: (2025)
Nutrient metabolism in regulating intestinal stem cell homeostasis
by: Ruicheng Shi, et al.
Published: (2024)
by: Ruicheng Shi, et al.
Published: (2024)
Enhancing Retrieval-Augmented Generation: A Study of Best Practices
by: Li, Siran, et al.
Published: (2025)
by: Li, Siran, et al.
Published: (2025)
IntentionReasoner: Facilitating Adaptive LLM Safeguards through Intent Reasoning and Selective Query Refinement
by: Shen, Yuanzhe, et al.
Published: (2025)
by: Shen, Yuanzhe, et al.
Published: (2025)
SpikeCLIP: A Contrastive Language-Image Pretrained Spiking Neural Network
by: Lv, Changze, et al.
Published: (2023)
by: Lv, Changze, et al.
Published: (2023)
Pursuing Best Industrial Practices for Retrieval-Augmented Generation in the Medical Domain
by: Li, Liz, et al.
Published: (2026)
by: Li, Liz, et al.
Published: (2026)
Language Drift in Multilingual Retrieval-Augmented Generation: Characterization and Decoding-Time Mitigation
by: Li, Bo, et al.
Published: (2025)
by: Li, Bo, et al.
Published: (2025)
Incremental Structure Discovery of Classification via Sequential Monte Carlo
by: Huang, Changze, et al.
Published: (2024)
by: Huang, Changze, et al.
Published: (2024)
Prompt Perturbation in Retrieval-Augmented Generation based Large Language Models
by: Hu, Zhibo, et al.
Published: (2024)
by: Hu, Zhibo, et al.
Published: (2024)
Similar Items
-
Explainable Synthetic Image Detection through Diffusion Timestep Ensembling
by: Wu, Yixin, et al.
Published: (2025) -
VIB-Probe: Detecting and Mitigating Hallucinations in Vision-Language Models via Variational Information Bottleneck
by: Zhang, Feiran, et al.
Published: (2026) -
Improving Continual Pre-training Through Seamless Data Packing
by: Yin, Ruicheng, et al.
Published: (2025) -
Layer-Specific Scaling of Positional Encodings for Superior Long-Context Modeling
by: Wang, Zhenghua, et al.
Published: (2025) -
BatCoder: Self-Supervised Bidirectional Code-Documentation Learning via Back-Translation
by: Xu, Jingwen, et al.
Published: (2026)