Research

Papers for “question answering”

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

Title	Authors	Year	Source
PitVQA: Image-grounded Text Embedding LLM for Visual Question Answering in Pituitary Surgery	Runlong He, Mengya Xu, Adrito Das	2024	arxiv 2405.13949
SurgicalGPT: End-to-End Language-Vision GPT for Visual Question Answering in Surgery	Lalithkumar Seenivasan, Mobarakol Islam, Gokul Kannan	2023	arxiv 2304.09974
LLM-Assisted Multi-Teacher Continual Learning for Visual Question Answering in Robotic Surgery	Yuyang Du, Kexin Chen, Yue Zhan	2024	arxiv 2402.16664
Index Light, Reason Deep: Deferred Visual Ingestion for Visual-Dense Document Question Answering	Tao Xu	2026	arxiv 2602.14162
Generating User-Centred Explanations via Illocutionary Question Answering: From Philosophy to Interfaces	Francesco Sovrano, Fabio Vitali	2021	arxiv 2110.00762
Beyond Bilinear: Generalized Multimodal Factorized High-order Pooling for Visual Question Answering	Zhou Yu, Jun Yu, Chenchao Xiang	2017	arxiv 1708.03619
Contributions to the Improvement of Question Answering Systems in the Biomedical Domain	Mourad Sarrouti	2023	arxiv 2307.13631
Realizing Visual Question Answering for Education: GPT-4V as a Multimodal AI	Gyeong-Geon Lee, Xiaoming Zhai	2024	arxiv 2405.07163
Deep Agentic Search for Repository-Level Code Question Answering: An Empirical Study	Amirkia Rafiei Oskooei, Bora Ilci, Alperen Kayim	2026	arxiv 2608.01507
Multi-hop Inference for Sentence-level TextGraphs: How Challenging is Meaningfully Combining Information for Science Question Answering?	Peter Jansen	2018	arxiv 1805.11267
Agri-Query: A Case Study on RAG vs. Long-Context LLMs for Cross-Lingual Technical Question Answering	Julius Gun, Timo Oksanen	2025	arxiv 2508.18093
QALD-9-plus: A Multilingual Dataset for Question Answering over DBpedia and Wikidata Translated by Native Speakers	Aleksandr Perevalov, Dennis Diefenbach, Ricardo Usbeck	2022	arxiv 2202.00120
Understanding How to Inform Blind and Low-Vision Users about Data Privacy through Privacy Question Answering Assistants	Yuanyuan Feng, Abhilasha Ravichander, Yaxing Yao	2023	arxiv 2310.08687
ChatGPT versus Traditional Question Answering for Knowledge Graphs: Current Status and Future Directions Towards Knowledge Graph Chatbots	Reham Omar, Omij Mangukiya, Panos Kalnis	2023	arxiv 2302.06466
Masked Vision and Language Pre-training with Unimodal and Multimodal Contrastive Losses for Medical Visual Question Answering	Pengfei Li, Gang Liu, Jinlong He	2023	arxiv 2307.05314
CLTR: An End-to-End, Transformer-Based System for Cell Level Table Retrieval and Table Question Answering	Feifei Pan, Mustafa Canim, Michael Glass	2021	arxiv 2106.04441
Are Large Vision Language Models Truly Grounded in Medical Images? Evidence from Italian Clinical Visual Question Answering	Federico Felizzi, Olivia Riccomi, Michele Ferramola	2025	arxiv 2511.19220
Agentic Medical Knowledge Graphs Enhance Medical Question Answering: Bridging the Gap Between LLMs and Evolving Medical Knowledge	Mohammad Reza Rezaei, Reza Saadati Fard, Jayson L. Parker	2025	arxiv 2502.13010
QQSUM: A Novel Task and Model of Quantitative Query-Focused Summarization for Review-based Product Question Answering	An Quang Tang, Xiuzhen Zhang, Minh Ngoc Dinh	2025	arxiv 2506.04020
A Unified Framework for Efficient Remote Sensing Visual Question Answering: Adapting Dual, Hybrid, and Encoder-Decoder Architectures	Timothy Agboada, Shikha Chandel, Yadav Raj Ghimire	2026	arxiv 2606.19277

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