Cover Image

IRPAPERS: A Visual Document Benchmark for Scientific Retrieval and Question Answering

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Shorten, Connor, Skaburskas, Augustas, Jones, Daniel M., Pierse, Charles, Esposito, Roberto, Trengrove, John, Dilocker, Etienne, van Luijt, Bob
Format:	Preprint
Published:	2026
Subjects:	Information Retrieval Artificial Intelligence Computation and Language Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

StructuredRAG: JSON Response Formatting with Large Language Models
by: Shorten, Connor, et al.
Published: (2024)

Querying Databases with Function Calling
by: Shorten, Connor, et al.
Published: (2025)

Zero-Shot Complex Question-Answering on Long Scientific Documents
by: Wang, Wanting
Published: (2025)

Extracting Information from Scientific Literature via Visual Table Question Answering Models
by: Kim, Dongyoun, et al.
Published: (2025)

Benchmarking Retrieval-Augmented Multimodal Generation for Document Question Answering
by: Dong, Kuicai, et al.
Published: (2025)

Optimizing Retrieval Strategies for Financial Question Answering Documents in Retrieval-Augmented Generation Systems
by: Kim, Sejong, et al.
Published: (2025)

SQuAI: Scientific Question-Answering with Multi-Agent Retrieval-Augmented Generation
by: Besrour, Ines, et al.
Published: (2025)

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

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

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

Answer Retrieval in Legal Community Question Answering
by: Askari, Arian, et al.
Published: (2024)

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

HiKEY: Hierarchical Multimodal Retrieval for Open-Domain Document Question Answering
by: Shin, Joongmin, et al.
Published: (2026)

Beyond Retrieval: Joint Supervision and Multimodal Document Ranking for Textbook Question Answering
by: Alawwad, Hessa, et al.
Published: (2025)

Vietnamese Legal Information Retrieval in Question-Answering System
by: Ba, Thiem Nguyen, et al.
Published: (2024)

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

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

Optimizing Question Semantic Space for Dynamic Retrieval-Augmented Multi-hop Question Answering
by: Ye, Linhao, et al.
Published: (2025)

MARA: A Multimodal Adaptive Retrieval-Augmented Framework for Document Question Answering
by: Wu, Hui, et al.
Published: (2026)

Reference-Aligned Retrieval-Augmented Question Answering over Heterogeneous Proprietary Documents
by: Choi, Nayoung, et al.
Published: (2025)

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

Silver Retriever: Advancing Neural Passage Retrieval for Polish Question Answering
by: Rybak, Piotr, et al.
Published: (2023)

Optimizing Retrieval-Augmented Generation with Elasticsearch for Enhanced Question-Answering Systems
by: Chen, Jiajing, et al.
Published: (2024)

Improving Retrieval for RAG based Question Answering Models on Financial Documents
by: Setty, Spurthi, et al.
Published: (2024)

FinAgentBench: A Benchmark Dataset for Agentic Retrieval in Financial Question Answering
by: Choi, Chanyeol, et al.
Published: (2025)

Hierarchical Retrieval with Evidence Curation for Open-Domain Financial Question Answering on Standardized Documents
by: Choe, Jaeyoung, et al.
Published: (2025)

NORMY: Non-Uniform History Modeling for Open Retrieval Conversational Question Answering
by: Rashid, Muhammad Shihab, et al.
Published: (2024)

FinDER: Financial Dataset for Question Answering and Evaluating Retrieval-Augmented Generation
by: Choi, Chanyeol, et al.
Published: (2025)

RAGentA: Multi-Agent Retrieval-Augmented Generation for Attributed Question Answering
by: Besrour, Ines, et al.
Published: (2025)

Contri(e)ve: Context + Retrieve for Scholarly Question Answering
by: Shivashankar, Kanchan, et al.
Published: (2024)

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

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

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

Retrieval-Augmented Visual Question Answering via Built-in Autoregressive Search Engines
by: Long, Xinwei, et al.
Published: (2025)

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

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

MHier-RAG: Multi-Modal RAG for Visual-Rich Document Question-Answering via Hierarchical and Multi-Granularity Reasoning
by: Gong, Ziyu, et al.
Published: (2025)

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

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

A Multi-Source Retrieval Question Answering Framework Based on RAG
by: Wu, Ridong, et al.
Published: (2024)