Research

Papers for “question answering”

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

Title	Authors	Year	Source
Segmentation-guided Attention for Visual Question Answering from Remote Sensing Images	Lucrezia Tosato, Hichem Boussaid, Flora Weissgerber	2024	arxiv 2407.08669
PRIV-QA: Privacy-Preserving Question Answering for Cloud Large Language Models	Guangwei Li, Yuansen Zhang, Yinggui Wang	2025	arxiv 2502.13564
Generative Data Augmentation using LLMs improves Distributional Robustness in Question Answering	Arijit Ghosh Chowdhury, Aman Chadha	2023	arxiv 2309.06358
An In-Context Schema Understanding Method for Knowledge Base Question Answering	Yantao Liu, Zixuan Li, Xiaolong Jin	2023	arxiv 2310.14174
LCV2: An Efficient Pretraining-Free Framework for Grounded Visual Question Answering	Yuhan Chen, Lumei Su, Lihua Chen	2024	arxiv 2401.15842
RAMQA: A Unified Framework for Retrieval-Augmented Multi-Modal Question Answering	Yang Bai, Christan Earl Grant, Daisy Zhe Wang	2025	arxiv 2501.13297
DialogAgent: An Auto-engagement Agent for Code Question Answering Data Production	Xiaoyun Liang, Jingyi Ren, Jiayi Qi	2024	arxiv 2412.08069
Retrieval-Augmented Visual Question Answering via Built-in Autoregressive Search Engines	Xinwei Long, Zhiyuan Ma, Ermo Hua	2025	arxiv 2502.16641
API-Assisted Code Generation for Question Answering on Varied Table Structures	Yihan Cao, Shuyi Chen, Ryan Liu	2023	arxiv 2310.14687
Elevating Visual Question Answering through Implicitly Learned Reasoning Pathways in LVLMs	Liu Jing, Amirul Rahman	2025	arxiv 2503.14674
A Graph Representation of Semi-structured Data for Web Question Answering	Xingyao Zhang, Linjun Shou, Jian Pei	2020	arxiv 2010.06801
Towards AI-Complete Question Answering: A Set of Prerequisite Toy Tasks	Jason Weston, Antoine Bordes, Sumit Chopra	2015	arxiv 1502.05698
The Promise of Premise: Harnessing Question Premises in Visual Question Answering	Aroma Mahendru, Viraj Prabhu, Akrit Mohapatra	2017	arxiv 1705.00601
Answer Extraction in Question Answering using Structure Features and Dependency Principles	Lokesh Kumar Sharma, Namita Mittal	2018	arxiv 1810.03918
Inference Scaled GraphRAG: Improving Multi Hop Question Answering on Knowledge Graphs	Travis Thompson, Seung-Hwan Lim, Paul Liu	2025	arxiv 2506.19967
Breaking the Visual Shortcuts in Multimodal Knowledge-Based Visual Question Answering	Dosung Lee, Sangwon Jung, Boyoung Kim	2025	arxiv 2511.22843
CLIP-UP: CLIP-Based Unanswerable Problem Detection for Visual Question Answering	Ben Vardi, Oron Nir, Ariel Shamir	2025	arxiv 2501.01371
Comprehensive Evaluation for a Large Scale Knowledge Graph Question Answering Service	Saloni Potdar, Daniel Lee, Omar Attia	2025	arxiv 2501.17270
DisastQA: A Comprehensive Benchmark for Evaluating Question Answering in Disaster Management	Zhitong Chen, Kai Yin, Xiangjue Dong	2026	arxiv 2601.03670
ASTRA: Adaptive Semantic Tree Reasoning Architecture for Complex Table Question Answering	Xiaoke Guo, Songze Li, Zhiqiang Liu	2026	arxiv 2604.08999

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