Imagen de Portada

A Systematic Analysis of Chunking Strategies for Reliable Question Answering

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Bennani, Sofia, Moslonka, Charles
Formato:	Preprint
Publicado:	2026
Materias:	Computation and Language Information Retrieval
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Empirical Evaluation of PDF Parsing and Chunking for Financial Question Answering with RAG
por: Bachyr, Omar El, et al.
Publicado: (2026)

Beyond Chunking: Discourse-Aware Hierarchical Retrieval for Long Document Question Answering
por: Chen, Huiyao, et al.
Publicado: (2025)

Towards Reliable and Interpretable Document Question Answering via VLMs
por: Chen, Alessio, et al.
Publicado: (2025)

Passage Segmentation of Documents for Extractive Question Answering
por: Liu, Zuhong, et al.
Publicado: (2025)

Chunking, Retrieval, and Re-ranking: An Empirical Evaluation of RAG Architectures for Policy Document Question Answering
por: Maharjan, Anuj, et al.
Publicado: (2026)

Evaluating Answer Reranking Strategies in Time-sensitive Question Answering
por: Kardan, Mehmet, et al.
Publicado: (2025)

Inferential Question Answering
por: Mozafari, Jamshid, et al.
Publicado: (2026)

Improving Health Question Answering with Reliable and Time-Aware Evidence Retrieval
por: Vladika, Juraj, et al.
Publicado: (2024)

It's High Time: A Survey of Temporal Question Answering
por: Piryani, Bhawna, et al.
Publicado: (2025)

Context Convergence Improves Answering Inferential Questions
por: Mozafari, Jamshid, et al.
Publicado: (2026)

Entity Retrieval for Answering Entity-Centric Questions
por: Shavarani, Hassan S., et al.
Publicado: (2024)

PGDA-KGQA: A Prompt-Guided Generative Framework with Multiple Data Augmentation Strategies for Knowledge Graph Question Answering
por: Zhou, Xiujun, et al.
Publicado: (2025)

Recursive Question Understanding for Complex Question Answering over Heterogeneous Personal Data
por: Christmann, Philipp, et al.
Publicado: (2025)

LiCQA : A Lightweight Complex Question Answering System
por: Saha, Sourav, et al.
Publicado: (2026)

ArabicaQA: A Comprehensive Dataset for Arabic Question Answering
por: Abdallah, Abdelrahman, et al.
Publicado: (2024)

RVR: Retrieve-Verify-Retrieve for Comprehensive Question Answering
por: Qian, Deniz, et al.
Publicado: (2026)

Query-Adaptive Semantic Chunking for Retrieval-Augmented Generation: A Dynamic Strategy with Contextual Window Expansion
por: Rastogi, Mudit
Publicado: (2026)

Multi-Document Financial Question Answering using LLMs
por: Shah, Shalin, et al.
Publicado: (2024)

Faithful Temporal Question Answering over Heterogeneous Sources
por: Jia, Zhen, et al.
Publicado: (2024)

GenSco: Can Question Decomposition based Passage Alignment improve Question Answering?
por: Fazili, Barah, et al.
Publicado: (2024)

ASTRA-QA: A Benchmark for Abstract Question Answering over Documents
por: Wang, Shu, et al.
Publicado: (2026)

PARSE: An Open-Domain Reasoning Question Answering Benchmark for Persian
por: Mozafari, Jamshid, et al.
Publicado: (2026)

Knowledge-Aware Diverse Reranking for Cross-Source Question Answering
por: Zhou, Tong
Publicado: (2025)

Defending Against Disinformation Attacks in Open-Domain Question Answering
por: Weller, Orion, et al.
Publicado: (2022)

Neon: News Entity-Interaction Extraction for Enhanced Question Answering
por: Singhania, Sneha, et al.
Publicado: (2024)

Cross-modal Retrieval for Knowledge-based Visual Question Answering
por: Lerner, Paul, et al.
Publicado: (2024)

RAG-based Question Answering over Heterogeneous Data and Text
por: Christmann, Philipp, et al.
Publicado: (2024)

PAQA: Toward ProActive Open-Retrieval Question Answering
por: Erbacher, Pierre, et al.
Publicado: (2024)

Evaluating the Retrieval Component in LLM-Based Question Answering Systems
por: Alinejad, Ashkan, et al.
Publicado: (2024)

The ReQAP System for Question Answering over Personal Information
por: Christmann, Philipp, et al.
Publicado: (2025)

RAG based Question-Answering for Contextual Response Prediction System
por: Veturi, Sriram, et al.
Publicado: (2024)

Exploring Hint Generation Approaches in Open-Domain Question Answering
por: Mozafari, Jamshid, et al.
Publicado: (2024)

Evaluating Small Open LLMs for Medical Question Answering: A Practical Framework
por: Buskila, Avi-ad Avraam
Publicado: (2026)

A Human-in-the-Loop, LLM-Centered Architecture for Knowledge-Graph Question Answering
por: Pusch, Larissa, et al.
Publicado: (2026)

DEXTER: A Benchmark for open-domain Complex Question Answering using LLMs
por: Prabhu, Venktesh V. Deepali, et al.
Publicado: (2024)

A Question Answering Based Pipeline for Comprehensive Chinese EHR Information Extraction
por: Ying, Huaiyuan, et al.
Publicado: (2024)

Is Semantic Chunking Worth the Computational Cost?
por: Qu, Renyi, et al.
Publicado: (2024)

Decomposing Retrieval Failures in RAG for Long-Document Financial Question Answering
por: Kobeissi, Amine, et al.
Publicado: (2026)

Generate-then-Ground in Retrieval-Augmented Generation for Multi-hop Question Answering
por: Shi, Zhengliang, et al.
Publicado: (2024)

Preference-based Learning with Retrieval Augmented Generation for Conversational Question Answering
por: Kaiser, Magdalena, et al.
Publicado: (2025)