LaRA: Benchmarking Retrieval-Augmented Generation and Long-Context LLMs -- No Silver Bullet for LC or RAG Routing
Fuente:
arXiv
Guardado en:
| Autores principales: | Li, Kuan, Zhang, Liwen, Jiang, Yong, Xie, Pengjun, Huang, Fei, Wang, Shuai, Cheng, Minhao |
|---|---|
| Formato: | Preprint |
| Publicado: |
2025
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Route Before Retrieve: Activating Latent Routing Abilities of LLMs for RAG vs. Long-Context Selection
por: Chen, Yiwen, et al.
Publicado: (2026)
por: Chen, Yiwen, et al.
Publicado: (2026)
Unsupervised Query Routing for Retrieval Augmented Generation
por: Mu, Feiteng, et al.
Publicado: (2025)
por: Mu, Feiteng, et al.
Publicado: (2025)
Query Routing for Homogeneous Tools: An Instantiation in the RAG Scenario
por: Mu, Feiteng, et al.
Publicado: (2024)
por: Mu, Feiteng, et al.
Publicado: (2024)
Improving Retrieval Augmented Open-Domain Question-Answering with Vectorized Contexts
por: Chen, Zhuo, et al.
Publicado: (2024)
por: Chen, Zhuo, et al.
Publicado: (2024)
ReSum: Unlocking Long-Horizon Search Intelligence via Context Summarization
por: Wu, Xixi, et al.
Publicado: (2025)
por: Wu, Xixi, et al.
Publicado: (2025)
LongRAG: Enhancing Retrieval-Augmented Generation with Long-context LLMs
por: Jiang, Ziyan, et al.
Publicado: (2024)
por: Jiang, Ziyan, et al.
Publicado: (2024)
Retrieved In-Context Principles from Previous Mistakes
por: Sun, Hao, et al.
Publicado: (2024)
por: Sun, Hao, et al.
Publicado: (2024)
VideoRAG: Retrieval-Augmented Generation with Extreme Long-Context Videos
por: Ren, Xubin, et al.
Publicado: (2025)
por: Ren, Xubin, et al.
Publicado: (2025)
CoFE-RAG: A Comprehensive Full-chain Evaluation Framework for Retrieval-Augmented Generation with Enhanced Data Diversity
por: Liu, Jintao, et al.
Publicado: (2024)
por: Liu, Jintao, et al.
Publicado: (2024)
VimRAG: Navigating Massive Visual Context in Retrieval-Augmented Generation via Multimodal Memory Graph
por: Wang, Qiuchen, et al.
Publicado: (2026)
por: Wang, Qiuchen, et al.
Publicado: (2026)
Learning Robust Named Entity Recognizers From Noisy Data With Retrieval Augmentation
por: Ai, Chaoyi, et al.
Publicado: (2024)
por: Ai, Chaoyi, et al.
Publicado: (2024)
RankRAG: Unifying Context Ranking with Retrieval-Augmented Generation in LLMs
por: Yu, Yue, et al.
Publicado: (2024)
por: Yu, Yue, et al.
Publicado: (2024)
MLDocRAG: Multimodal Long-Context Document Retrieval Augmented Generation
por: Zhang, Yongyue, et al.
Publicado: (2026)
por: Zhang, Yongyue, et al.
Publicado: (2026)
AgentFold: Long-Horizon Web Agents with Proactive Context Management
por: Ye, Rui, et al.
Publicado: (2025)
por: Ye, Rui, et al.
Publicado: (2025)
LaRA: Layer-wise Representation Analysis for Detecting Data Contamination in RL Post-Training
por: Gwak, Minju, et al.
Publicado: (2026)
por: Gwak, Minju, et al.
Publicado: (2026)
FeB4RAG: Evaluating Federated Search in the Context of Retrieval Augmented Generation
por: Wang, Shuai, et al.
Publicado: (2024)
por: Wang, Shuai, et al.
Publicado: (2024)
ViDoRAG: Visual Document Retrieval-Augmented Generation via Dynamic Iterative Reasoning Agents
por: Wang, Qiuchen, et al.
Publicado: (2025)
por: Wang, Qiuchen, et al.
Publicado: (2025)
Unfolding the Headline: Iterative Self-Questioning for News Retrieval and Timeline Summarization
por: Wu, Weiqi, et al.
Publicado: (2025)
por: Wu, Weiqi, et al.
Publicado: (2025)
Exploring Key Point Analysis with Pairwise Generation and Graph Partitioning
por: Li, Xiao, et al.
Publicado: (2024)
por: Li, Xiao, et al.
Publicado: (2024)
ArtRAG: Retrieval-Augmented Generation with Structured Context for Visual Art Understanding
por: Wang, Shuai, et al.
Publicado: (2025)
por: Wang, Shuai, et al.
Publicado: (2025)
Evidence-Augmented Policy Optimization with Reward Co-Evolution for Long-Context Reasoning
por: Guan, Xin, et al.
Publicado: (2026)
por: Guan, Xin, et al.
Publicado: (2026)
Retrieval Augmented Generation or Long-Context LLMs? A Comprehensive Study and Hybrid Approach
por: Li, Zhuowan, et al.
Publicado: (2024)
por: Li, Zhuowan, et al.
Publicado: (2024)
LongRAG: A Dual-Perspective Retrieval-Augmented Generation Paradigm for Long-Context Question Answering
por: Zhao, Qingfei, et al.
Publicado: (2024)
por: Zhao, Qingfei, et al.
Publicado: (2024)
Long$^2$RAG: Evaluating Long-Context & Long-Form Retrieval-Augmented Generation with Key Point Recall
por: Qi, Zehan, et al.
Publicado: (2024)
por: Qi, Zehan, et al.
Publicado: (2024)
mGTE: Generalized Long-Context Text Representation and Reranking Models for Multilingual Text Retrieval
por: Zhang, Xin, et al.
Publicado: (2024)
por: Zhang, Xin, et al.
Publicado: (2024)
MemoRAG: Boosting Long Context Processing with Global Memory-Enhanced Retrieval Augmentation
por: Qian, Hongjin, et al.
Publicado: (2024)
por: Qian, Hongjin, et al.
Publicado: (2024)
WebAnchor: Anchoring Agent Planning to Stabilize Long-Horizon Web Reasoning
por: Yu, Xinmiao, et al.
Publicado: (2026)
por: Yu, Xinmiao, et al.
Publicado: (2026)
MASS-RAG: Multi-Agent Synthesis Retrieval-Augmented Generation
por: Xiao, Xingchen, et al.
Publicado: (2026)
por: Xiao, Xingchen, et al.
Publicado: (2026)
Parametric Retrieval-Augmented Generation using Latent Routing of LoRA Adapters
por: Su, Zhan, et al.
Publicado: (2025)
por: Su, Zhan, et al.
Publicado: (2025)
UncertaintyRAG: Span-Level Uncertainty Enhanced Long-Context Modeling for Retrieval-Augmented Generation
por: Li, Zixuan, et al.
Publicado: (2024)
por: Li, Zixuan, et al.
Publicado: (2024)
Benchmarking Agentic Workflow Generation
por: Qiao, Shuofei, et al.
Publicado: (2024)
por: Qiao, Shuofei, et al.
Publicado: (2024)
The Brain. LC Science Tracer Bullet.
por: Halasz, Hisako, Comp.
Publicado: (1990)
por: Halasz, Hisako, Comp.
Publicado: (1990)
Microcomputers. LC Science Tracer Bullet.
por: Rodgers, Kay, Comp.
Publicado: (1987)
por: Rodgers, Kay, Comp.
Publicado: (1987)
Algae. LC Science Tracer Bullet.
por: Niskern, Diana, Comp.
Publicado: (1988)
por: Niskern, Diana, Comp.
Publicado: (1988)
Tribology. LC Science Tracer Bullet.
por: Havas, George D., Comp.
Publicado: (1987)
por: Havas, George D., Comp.
Publicado: (1987)
Bioethics. LC Science Tracer Bullet.
por: Martin, Cathy, Comp., et al.
Publicado: (1991)
por: Martin, Cathy, Comp., et al.
Publicado: (1991)
Dolphins. LC Science Tracer Bullet.
por: Niskern, Diana, Comp.
Publicado: (1991)
por: Niskern, Diana, Comp.
Publicado: (1991)
Asbestos. LC Science Tracer Bullet.
por: Evans, Joanna, Comp.
Publicado: (1987)
por: Evans, Joanna, Comp.
Publicado: (1987)
Desalination. LC Science Tracer Bullet.
por: Buydos, John F., Comp.
Publicado: (1991)
por: Buydos, John F., Comp.
Publicado: (1991)
RouteRAG: Efficient Retrieval-Augmented Generation from Text and Graph via Reinforcement Learning
por: Guo, Yucan, et al.
Publicado: (2025)
por: Guo, Yucan, et al.
Publicado: (2025)
Ejemplares similares
-
Route Before Retrieve: Activating Latent Routing Abilities of LLMs for RAG vs. Long-Context Selection
por: Chen, Yiwen, et al.
Publicado: (2026) -
Unsupervised Query Routing for Retrieval Augmented Generation
por: Mu, Feiteng, et al.
Publicado: (2025) -
Query Routing for Homogeneous Tools: An Instantiation in the RAG Scenario
por: Mu, Feiteng, et al.
Publicado: (2024) -
Improving Retrieval Augmented Open-Domain Question-Answering with Vectorized Contexts
por: Chen, Zhuo, et al.
Publicado: (2024) -
ReSum: Unlocking Long-Horizon Search Intelligence via Context Summarization
por: Wu, Xixi, et al.
Publicado: (2025)