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Research

Papers for “question answering”

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

TitleAuthorsYearSource
SimpleLLM4AD: An End-to-End Vision-Language Model with Graph Visual Question Answering for Autonomous DrivingPeiru Zheng, Yun Zhao, Zhan Gong2024arxiv 2407.21293
MythQA: Query-Based Large-Scale Check-Worthy Claim Detection through Multi-Answer Open-Domain Question AnsweringYang Bai, Anthony Colas, Daisy Zhe Wang2023arxiv 2307.11848
ZeShot-VQA: Zero-Shot Visual Question Answering Framework with Answer Mapping for Natural Disaster Damage AssessmentEhsan Karimi, Maryam Rahnemoonfar2025arxiv 2506.00238
AstuteRAG-FQA: Task-Aware Retrieval-Augmented Generation Framework for Proprietary Data Challenges in Financial Question AnsweringMohammad Zahangir Alam, Khandoker Ashik Uz Zaman, Mahdi H. Miraz2025arxiv 2510.27537
Debate over Mixed-knowledge: A Robust Multi-Agent Reasoning Framework for Incomplete Knowledge Graph Question AnsweringJilong Liu, Pengyang Shao, Wei Qin2025arxiv 2511.12208
Stop Thinking, Start Looking: Efficient Post-Training for Multimodal Document Question Answering via Reasoning-Free AlignmentHarikrishnan P M, Goutham Vignesh, Ganesh Parab2026arxiv 2607.14682
Alignment, Mining and Fusion: Representation Alignment with Hard Negative Mining and Selective Knowledge Fusion for Medical Visual Question AnsweringYuanhao Zou, Zhaozheng Yin2025arxiv 2510.08791
BR-TaxQA-R: A Dataset for Question Answering with References for Brazilian Personal Income Tax Law, including case lawJuvenal Domingos Júnior, Augusto Faria, E. Seiti de Oliveira2025arxiv 2505.15916
RSVLM-QA: A Benchmark Dataset for Remote Sensing Vision Language Model-based Question AnsweringXing Zi, Jinghao Xiao, Yunxiao Shi2025arxiv 2508.07918
DAMR: Efficient and Adaptive Context-Aware Knowledge Graph Question Answering with LLM-Guided MCTSYingxu Wang, Shiqi Fan, Mengzhu Wang2025arxiv 2508.00719
Enter the Mind Palace: Reasoning and Planning for Long-term Active Embodied Question AnsweringMuhammad Fadhil Ginting, Dong-Ki Kim, Xiangyun Meng2025arxiv 2507.12846
Improving Zero-shot Visual Question Answering via Large Language Models with Reasoning Question PromptsYunshi Lan, Xiang Li, Xin Liu2023arxiv 2311.09050
Subjective Question Answering: Deciphering the inner workings of Transformers in the realm of subjectivityLukas Muttenthaler2020arxiv 2006.08342
Parameter-Efficient VLMs for Gastrointestinal Endoscopy: Medical Image Generation and Clinical Visual Question AnsweringOjonugwa Oluwafemi Ejiga Peter, Frederick Akor Ejiga, Fahmi Khalifa2026arxiv 2605.24792
STOC-TOT: Stochastic Tree-of-Thought with Constrained Decoding for Complex Reasoning in Multi-Hop Question AnsweringZhenyu Bi, Daniel Hajialigol, Zhongkai Sun2024arxiv 2407.03687
Eyes on the Road: State-of-the-Art Video Question Answering Models Assessment for Traffic Monitoring TasksJoseph Raj Vishal, Divesh Basina, Aarya Choudhary2024arxiv 2412.01132
Can Knowledge Graphs Make Large Language Models More Trustworthy? An Empirical Study Over Open-ended Question AnsweringYuan Sui, Yufei He, Zifeng Ding2024arxiv 2410.08085
S-Path-RAG: Semantic-Aware Shortest-Path Retrieval Augmented Generation for Multi-Hop Knowledge Graph Question AnsweringRong Fu, Yemin Wang, Tianxiang Xu2026arxiv 2603.23512
SolarGPT-QA: A Domain-Adaptive Large Language Model for Educational Question Answering in Space Weather and HeliophysicsSantosh Chapagain, MohammadReza EskandariNasab, Onur Vural2026arxiv 2601.12131
Is a Video worth $n\times n$ Images? A Highly Efficient Approach to Transformer-based Video Question AnsweringChenyang Lyu, Tianbo Ji, Yvette Graham2023arxiv 2305.09107