Research

Papers for “question answering”

Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.

Title	Authors	Year	Source
Subgraph Retrieval Enhanced by Graph-Text Alignment for Commonsense Question Answering	Boci Peng, Yongchao Liu, Xiaohe Bo	2024	arxiv 2411.06866
Investigating Prompting Techniques for Zero- and Few-Shot Visual Question Answering	Rabiul Awal, Le Zhang, Aishwarya Agrawal	2023	arxiv 2306.09996
FinBERT-QA: Financial Question Answering with pre-trained BERT Language Models	Bithiah Yuan	2025	arxiv 2505.00725
Event Knowledge Incorporation with Posterior Regularization for Event-Centric Question Answering	Junru Lu, Gabriele Pergola, Lin Gui	2023	arxiv 2305.04522
KEPR: Knowledge Enhancement and Plausibility Ranking for Generative Commonsense Question Answering	Zhifeng Li, Bowei Zou, Yifan Fan	2023	arxiv 2305.08347
Comprehensive Visual Question Answering on Point Clouds through Compositional Scene Manipulation	Xu Yan, Zhihao Yuan, Yuhao Du	2021	arxiv 2112.11691
D3: Data Diversity Design for Systematic Generalization in Visual Question Answering	Amir Rahimi, Vanessa D'Amario, Moyuru Yamada	2023	arxiv 2309.08798
Tomayto, Tomahto. Beyond Token-level Answer Equivalence for Question Answering Evaluation	Jannis Bulian, Christian Buck, Wojciech Gajewski	2022	arxiv 2202.07654
Look, Listen, and Answer: Overcoming Biases for Audio-Visual Question Answering	Jie Ma, Min Hu, Pinghui Wang	2024	arxiv 2404.12020
Prompt-Based Clarity Evaluation and Topic Detection in Political Question Answering	Lavanya Prahallad, Sai Utkarsh Choudarypally, Pragna Prahallad	2026	arxiv 2601.08176
CTIS-QA: Clinical Template-Informed Slide-level Question Answering for Pathology	Hao Lu, Ziniu Qian, Yifu Li	2026	arxiv 2601.01769
StaR-KVQA: Structured Reasoning Traces for Implicit-Knowledge Visual Question Answering	Zhihao Wen, Wenkang Wei, Yuan Fang	2025	arxiv 2510.06638
Performance of GPT-5 Frontier Models in Ophthalmology Question Answering	Fares Antaki, David Mikhail, Daniel Milad	2025	arxiv 2508.09956
Evaluating Large Language Models for Evidence-Based Clinical Question Answering	Can Wang, Yiqun Chen	2025	arxiv 2509.10843
Which Shortcut Solution Do Question Answering Models Prefer to Learn?	Kazutoshi Shinoda, Saku Sugawara, Akiko Aizawa	2022	arxiv 2211.16220
Multi-Step Reasoning for Embodied Question Answering via Tool Augmentation	Mingliang Zhai, Hansheng Liang, Xiaomeng Fan	2025	arxiv 2510.20310
Semantic Parsing with Candidate Expressions for Knowledge Base Question Answering	Daehwan Nam, Gary Geunbae Lee	2024	arxiv 2410.00414
RAMoEA-QA: Hierarchical Specialization for Robust Respiratory Audio Question Answering	Gaia A. Bertolino, Yuwei Zhang, Tong Xia	2026	arxiv 2603.06542
FHIRPath-QA: Executable Question Answering over FHIR Electronic Health Records	Michael Frew, Nishit Bheda, Bryan Tripp	2026	arxiv 2602.23479
FinReflectKG -- HalluBench: GraphRAG Hallucination Benchmark for Financial Question Answering Systems	Mahesh Kumar, Bhaskarjit Sarmah, Stefano Pasquali	2026	arxiv 2603.20252

Search results