Research

Papers for “question answering”

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

Title	Authors	Year	Source
Fine-Tuning BERT for Domain-Specific Question Answering: Toward Educational NLP Resources at University Scale	Aurélie Montfrond	2025	arxiv 2512.05179
Prompting Video-Language Foundation Models with Domain-specific Fine-grained Heuristics for Video Question Answering	Ting Yu, Kunhao Fu, Shuhui Wang	2024	arxiv 2410.09380
AQUA-Bench: Beyond Finding Answers to Knowing When There Are None in Audio Question Answering	Chun-Yi Kuan, Hung-yi Lee	2026	arxiv 2601.12248
Enhancing Visual Question Answering with Multimodal LLMs via Chain-of-Question Guided Retrieval-Augmented Generation	Quanxing Xu, Ling Zhou, Xian Zhong	2026	arxiv 2605.03790
Memory as an Attack Surface in LLM Agents: A Study on Multiple-Choice Question Answering	Shahnewaz Karim Sakib, Anindya Bijoy Das	2026	arxiv 2606.29030
Rhetorical-Role-Aware Retrieval-Augmented Generation for Legal Question Answering over Indian Supreme Court Judgments	Sayed Ayaan Ahmed Sha, Sangeetha Sivanesan, Anand Kumar Madasamy	2026	arxiv 2608.06828
TyDi QA-WANA: A Benchmark for Information-Seeking Question Answering in Languages of West Asia and North Africa	Parker Riley, Siamak Shakeri, Waleed Ammar	2025	arxiv 2507.17709
VinDr-CXR-VQA: A Visual Question Answering Dataset for Explainable Chest X-Ray Analysis with Multi-Task Learning	Dang H. Nguyen, Hieu H. Pham, Hao T. Nguyen	2025	arxiv 2511.00504
What Disease does this Patient Have? A Large-scale Open Domain Question Answering Dataset from Medical Exams	Di Jin, Eileen Pan, Nassim Oufattole	2020	arxiv 2009.13081
Overview of BioASQ 2025: The Thirteenth BioASQ Challenge on Large-Scale Biomedical Semantic Indexing and Question Answering	Anastasios Nentidis, Georgios Katsimpras, Anastasia Krithara	2025	arxiv 2508.20554
Overview of BioASQ 2022: The tenth BioASQ challenge on Large-Scale Biomedical Semantic Indexing and Question Answering	Anastasios Nentidis, Georgios Katsimpras, Eirini Vandorou	2022	arxiv 2210.06852
An Evaluation of a Visual Question Answering Strategy for Zero-shot Facial Expression Recognition in Still Images	Modesto Castrillón-Santana, Oliverio J Santana, David Freire-Obregón	2025	arxiv 2504.21309
Internet-augmented language models through few-shot prompting for open-domain question answering	Angeliki Lazaridou, Elena Gribovskaya, Wojciech Stokowiec	2022	arxiv 2203.05115
MIST: Multi-modal Iterative Spatial-Temporal Transformer for Long-form Video Question Answering	Difei Gao, Luowei Zhou, Lei Ji	2022	arxiv 2212.09522
Correlation Information Bottleneck: Towards Adapting Pretrained Multimodal Models for Robust Visual Question Answering	Jingjing Jiang, Ziyi Liu, Nanning Zheng	2022	arxiv 2209.06954
R-VQA: Learning Visual Relation Facts with Semantic Attention for Visual Question Answering	Pan Lu, Lei Ji, Wei Zhang	2018	arxiv 1805.09701
Towards Explainable 3D Grounded Visual Question Answering: A New Benchmark and Strong Baseline	Lichen Zhao, Daigang Cai, Jing Zhang	2022	arxiv 2209.12028
NitiBench: A Comprehensive Study of LLM Framework Capabilities for Thai Legal Question Answering	Pawitsapak Akarajaradwong, Pirat Pothavorn, Chompakorn Chaksangchaichot	2025	arxiv 2502.10868
KnowMT-Bench: Benchmarking Knowledge-Intensive Long-Form Question Answering in Multi-Turn Dialogues	Junhao Chen, Yu Huang, Siyuan Li	2025	arxiv 2509.21856
ChroniclingAmericaQA: A Large-scale Question Answering Dataset based on Historical American Newspaper Pages	Bhawna Piryani, Jamshid Mozafari, Adam Jatowt	2024	arxiv 2403.17859

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