Cover Image

A Benchmark for Long-Form Medical Question Answering

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Hosseini, Pedram, Sin, Jessica M., Ren, Bing, Thomas, Bryceton G., Nouri, Elnaz, Farahanchi, Ali, Hassanpour, Saeed
Format:	Preprint
Published:	2024
Subjects:	Computation and Language Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Long-Context Long-Form Question Answering for Legal Domain
by: Kulkarni, Anagha, et al.
Published: (2026)

Fine-Tuning LLMs for Reliable Medical Question-Answering Services
by: Anaissi, Ali, et al.
Published: (2024)

ALFA: Aligning LLMs to Ask Good Questions A Case Study in Clinical Reasoning
by: Li, Shuyue Stella, et al.
Published: (2025)

MedExQA: Medical Question Answering Benchmark with Multiple Explanations
by: Kim, Yunsoo, et al.
Published: (2024)

Hallucination Benchmark in Medical Visual Question Answering
by: Wu, Jinge, et al.
Published: (2024)

Word-Sequence Entropy: Towards Uncertainty Estimation in Free-Form Medical Question Answering Applications and Beyond
by: Wang, Zhiyuan, et al.
Published: (2024)

Beyond Factual QA: Mentorship-Oriented Question Answering over Long-Form Multilingual Content
by: Bhalerao, Parth, et al.
Published: (2026)

Multi-TW: Benchmarking Multimodal Models on Traditional Chinese Question Answering in Taiwan
by: Yao, Jui-Ming, et al.
Published: (2025)

Efficient Medical Question Answering with Knowledge-Augmented Question Generation
by: Khlaut, Julien, et al.
Published: (2024)

RAG-BioQA: A Retrieval-Augmented Generation Framework for Long-Form Biomedical Question Answering
by: Panchumarthi, Lovely Yeswanth, et al.
Published: (2025)

FinTextQA: A Dataset for Long-form Financial Question Answering
by: Chen, Jian, et al.
Published: (2024)

MedEthicsQA: A Comprehensive Question Answering Benchmark for Medical Ethics Evaluation of LLMs
by: Wei, Jianhui, et al.
Published: (2025)

MKRAG: Medical Knowledge Retrieval Augmented Generation for Medical Question Answering
by: Shi, Yucheng, et al.
Published: (2023)

To Reason or Not to: Selective Chain-of-Thought in Medical Question Answering
by: Zhan, Zaifu, et al.
Published: (2026)

MediFact at MEDIQA-M3G 2024: Medical Question Answering in Dermatology with Multimodal Learning
by: Saeed, Nadia
Published: (2024)

PerMedCQA: Benchmarking Large Language Models on Medical Consumer Question Answering in Persian Language
by: Jamali, Naghmeh, et al.
Published: (2025)

RJUA-MedDQA: A Multimodal Benchmark for Medical Document Question Answering and Clinical Reasoning
by: Jin, Congyun, et al.
Published: (2024)

KoBBQ: Korean Bias Benchmark for Question Answering
by: Jin, Jiho, et al.
Published: (2023)

MTBench: A Multimodal Time Series Benchmark for Temporal Reasoning and Question Answering
by: Chen, Jialin, et al.
Published: (2025)

Multilingual Medical Reasoning for Question Answering with Large Language Models
by: Ferrazzi, Pietro, et al.
Published: (2025)

Uncertainty Estimation of Large Language Models in Medical Question Answering
by: Wu, Jiaxin, et al.
Published: (2024)

Rationale-guided Prompting for Knowledge-based Visual Question Answering
by: Hu, Zhongjian, et al.
Published: (2024)

Chart-HQA: A Benchmark for Hypothetical Question Answering in Charts
by: Chen, Xiangnan, et al.
Published: (2025)

A Large-Scale Benchmark for Evaluating Large Language Models on Medical Question Answering in Romanian
by: Rogoz, Ana-Cristina, et al.
Published: (2025)

Improving Attributed Long-form Question Answering with Intent Awareness
by: Zhao, Xinran, et al.
Published: (2026)

OLAPH: Improving Factuality in Biomedical Long-form Question Answering
by: Jeong, Minbyul, et al.
Published: (2024)

Augmenting Black-box LLMs with Medical Textbooks for Biomedical Question Answering
by: Wang, Yubo, et al.
Published: (2023)

Question Answering on Patient Medical Records with Private Fine-Tuned LLMs
by: Kothari, Sara, et al.
Published: (2025)

Collaboration among Multiple Large Language Models for Medical Question Answering
by: Shang, Kexin, et al.
Published: (2025)

Social Bias in Popular Question-Answering Benchmarks
by: Kraft, Angelie, et al.
Published: (2025)

LFQA-HP-1M: A Large-Scale Human Preference Dataset for Long-Form Question Answering
by: Jahan, Rafid Ishrak, et al.
Published: (2026)

FAMMA: A Benchmark for Financial Domain Multilingual Multimodal Question Answering
by: Xue, Siqiao, et al.
Published: (2024)

SensorQA: A Question Answering Benchmark for Daily-Life Monitoring
by: Reichman, Benjamin, et al.
Published: (2025)

Mind the Ambiguity: Aleatoric Uncertainty Quantification in LLMs for Safe Medical Question Answering
by: Liu, Yaokun, et al.
Published: (2026)

To Generate or to Retrieve? On the Effectiveness of Artificial Contexts for Medical Open-Domain Question Answering
by: Frisoni, Giacomo, et al.
Published: (2024)

RGAR: Recurrence Generation-augmented Retrieval for Factual-aware Medical Question Answering
by: Liang, Sichu, et al.
Published: (2025)

From Retrieval to Generation: Unifying External and Parametric Knowledge for Medical Question Answering
by: Li, Lei, et al.
Published: (2025)

MedPAIR: Measuring Physicians and AI Relevance Alignment in Medical Question Answering
by: Hao, Yuexing, et al.
Published: (2025)

RAG-X: Systematic Diagnosis of Retrieval-Augmented Generation for Medical Question Answering
by: Sivakumar, Aswini, et al.
Published: (2026)

Token Constraint Decoding Improves Robustness on Question Answering for Large Language Models
by: Yao, Jui-Ming, et al.
Published: (2025)