Cover Image

Local Hybrid Retrieval-Augmented Document QA

Fuente: arXiv

Saved in:

Bibliographic Details
Main Author:	Astrino, Paolo
Format:	Preprint
Published:	2025
Subjects:	Computation and Language I.2.7; H.3.3
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

CUBO: Self-Contained Retrieval-Augmented Generation on Consumer Laptops 10 GB Corpora, 16 GB RAM, Single-Device Deployment
by: Astrino, Paolo
Published: (2026)

A Comparative Study of Language Models for Khmer Retrieval-Augmented Question Answering
by: Ros, Sereiwathna, et al.
Published: (2026)

LLM-as-a-Judge: Rapid Evaluation of Legal Document Recommendation for Retrieval-Augmented Generation
by: Pradhan, Anu, et al.
Published: (2025)

NCTB-QA: A Large-Scale Bangla Educational Question Answering Dataset and Benchmarking Performance
by: Eyasir, Abrar, et al.
Published: (2026)

Agentic Retrieval-Augmented Generation for Financial Document Question Answering
by: Shu, Yang, et al.
Published: (2026)

MLDocRAG: Multimodal Long-Context Document Retrieval Augmented Generation
by: Zhang, Yongyue, et al.
Published: (2026)

NameBERT: Scaling Name-Based Nationality Classification with LLM-Augmented Open Academic Data
by: Ming, Cong, et al.
Published: (2026)

Benchmarking Google Embeddings 2 against Open-Source Models for Multilingual Dense Retrieval and RAG Systems
by: Cirillo, Stefano, et al.
Published: (2026)

Query-Centric Graph Retrieval Augmented Generation
by: Wu, Yaxiong, et al.
Published: (2025)

Evaluation of Chunking Strategies for Effective Text Embedding in Low-Resource Language on Agricultural Documents
by: Chhoun, Sovandara, et al.
Published: (2026)

RAGged Edges: The Double-Edged Sword of Retrieval-Augmented Chatbots
by: Feldman, Philip, et al.
Published: (2024)

Walk&Retrieve: Simple Yet Effective Zero-shot Retrieval-Augmented Generation via Knowledge Graph Walks
by: Böckling, Martin, et al.
Published: (2025)

Prompt Perturbation in Retrieval-Augmented Generation based Large Language Models
by: Hu, Zhibo, et al.
Published: (2024)

Incorporating Legal Structure in Retrieval-Augmented Generation: A Case Study on Copyright Fair Use
by: Ho, Justin, et al.
Published: (2025)

AI-Friendly LaTeX: Using LaTeX Code as a Knowledge Source for Retrieval-Augmented Generation
by: Verhoeff, Tom
Published: (2026)

The Reasoning Bottleneck in Graph-RAG: Structured Prompting and Context Compression for Multi-Hop QA
by: Zarrinkia, Yasaman, et al.
Published: (2026)

Flippi: End To End GenAI Assistant for E-Commerce
by: Rajasekar, Anand A., et al.
Published: (2025)

NewsScope: Schema-Grounded Cross-Domain News Claim Extraction with Open Models
by: Pandya, Nidhi
Published: (2025)

Towards Adaptive Context Management for Intelligent Conversational Question Answering
by: Perera, Manoj Madushanka, et al.
Published: (2025)

Contextually Aware E-Commerce Product Question Answering using RAG
by: Tangarajan, Praveen, et al.
Published: (2025)

Stage-Audit: Auditable Source-Frontier Discovery for Cross-Wiki Tables
by: Shen, Chen
Published: (2026)

FACTUM: Mechanistic Detection of Citation Hallucination in Long-Form RAG
by: Dassen, Maxime, et al.
Published: (2026)

Extending AI for Research to the Humanities: A Multi-Agent Framework for Evidence-Grounded Scholarship
by: Pan, Yating, et al.
Published: (2026)

Architecture Matters More Than Scale: A Comparative Study of Retrieval and Memory Augmentation for Financial QA Under SME Compute Constraints
by: Liu, Jianan, et al.
Published: (2026)

Optimizing Retrieval-Augmented Generation (RAG) for Colloquial Cantonese: A LoRA-Based Systematic Review
by: Calonge, David Santandreu, et al.
Published: (2025)

Augmented Relevance Datasets with Fine-Tuned Small LLMs
by: Fitte-Rey, Quentin, et al.
Published: (2025)

Memory Architectures for Multi-Turn Text-to-SQL: A Benchmark and Empirical Study
by: Tummalapenta, Ravi Kumar, et al.
Published: (2026)

Benchmarking Retrieval Strategies for Biomedical Retrieval-Augmented Generation: A Controlled Empirical Study
by: Bal, Devi Prasad, et al.
Published: (2026)

Mitigating Hallucinations in Large Language Models via Self-Refinement-Enhanced Knowledge Retrieval
by: Niu, Mengjia, et al.
Published: (2024)

Prompt-RAG: Pioneering Vector Embedding-Free Retrieval-Augmented Generation in Niche Domains, Exemplified by Korean Medicine
by: Kang, Bongsu, et al.
Published: (2024)

Less LLM, More Documents: Searching for Improved RAG
by: Ning, Jingjie, et al.
Published: (2025)

PubMed Reasoner: Dynamic Reasoning-based Retrieval for Evidence-Grounded Biomedical Question Answering
by: Zhang, Yiqing, et al.
Published: (2026)

Temporal Leakage in Search-Engine Date-Filtered Web Retrieval: A Retrospective Forecasting Case Study
by: Lahib, Ali El, et al.
Published: (2026)

Generative Query Reformulation Using Ensemble Prompting, Document Fusion, and Relevance Feedback
by: Dhole, Kaustubh D., et al.
Published: (2024)

CUE-R: Beyond the Final Answer in Retrieval-Augmented Generation
by: Jain, Siddharth, et al.
Published: (2026)

Temporal Decay of Co-Citation Predictability: A 20-Year Statute Retrieval Benchmark from 396M Ukrainian Court Citations
by: Ovcharov, Volodymyr
Published: (2026)

MAB-DQA: Addressing Query Aspect Importance in Document Question Answering with Multi-Armed Bandits
by: Xiang, Yixin, et al.
Published: (2026)

Evaluating Perspectival Biases in Cross-Modal Retrieval
by: Saengsukhiran, Teerapol, et al.
Published: (2025)

Controllable Evidence Selection in Retrieval-Augmented Question Answering via Deterministic Utility Gating
by: Unda, Victor P.
Published: (2026)

To Retrieve or Not to Retrieve? Uncertainty Detection for Dynamic Retrieval Augmented Generation
by: Dhole, Kaustubh D.
Published: (2025)