Research

Papers for “question answering”

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

Title	Authors	Year	Source
OPENXRD: A Comprehensive Benchmark Framework for LLM/MLLM XRD Question Answering	Ali Vosoughi, Ayoub Shahnazari, Yufeng Xi	2025	arxiv 2507.09155
RASER: Recoverability-Aware Selective Escalation Router for Multi-Hop Question Answering	Yuyang Li, Zihe Yan, Tobias Käfer	2026	arxiv 2606.02488
Training LLMs with Reinforcement Learning for Intent-Aware Personalized Question Answering	Maryam Amirizaniani, Benjamin Charles Germain Lee, Jevin West	2026	arxiv 2605.12645
Spatiotemporal Knowledge Graphs as Persistent Scene Memory for Embodied Question Answering	Mohamad Al Mdfaa, Svetlana Lukina, Timur Akhtyamov	2025	arxiv 2510.01483
Making the V in VQA Matter: Elevating the Role of Image Understanding in Visual Question Answering	Yash Goyal, Tejas Khot, Douglas Summers-Stay	2016	arxiv 1612.00837
Overcoming Language Priors in Visual Question Answering with Adversarial Regularization	Sainandan Ramakrishnan, Aishwarya Agrawal, Stefan Lee	2018	arxiv 1810.03649
Applying recent advances in Visual Question Answering to Record Linkage	Marko Smilevski	2020	arxiv 2007.05881
Surgical-VQA: Visual Question Answering in Surgical Scenes using Transformer	Lalithkumar Seenivasan, Mobarakol Islam, Adithya K Krishna	2022	arxiv 2206.11053
Harnessing Adaptive Topology Representations for Zero-Shot Graph Question Answering	Yanbin Wei, Jiangyue Yan, Chun Kang	2025	arxiv 2508.06345
A$^2$Search: Ambiguity-Aware Question Answering with Reinforcement Learning	Fengji Zhang, Xinyao Niu, Chengyang Ying	2025	arxiv 2510.07958
TOP-Training: Target-Oriented Pretraining for Medical Extractive Question Answering	Saptarshi Sengupta, Connor Heaton, Shreya Ghosh	2023	arxiv 2310.16995
Contrastive Representation Learning for Conversational Question Answering over Knowledge Graphs	Endri Kacupaj, Kuldeep Singh, Maria Maleshkova	2022	arxiv 2210.04373
PAXQA: Generating Cross-lingual Question Answering Examples at Training Scale	Bryan Li, Chris Callison-Burch	2023	arxiv 2304.12206
R$^3$: Reinforced Reader-Ranker for Open-Domain Question Answering	Shuohang Wang, Mo Yu, Xiaoxiao Guo	2017	arxiv 1709.00023
SurgViVQA: Temporally-Grounded Video Question Answering for Surgical Scene Understanding	Mauro Orazio Drago, Luca Carlini, Pelinsu Celebi Balyemez	2025	arxiv 2511.03325
InViC: Intent-aware Visual Cues for Medical Visual Question Answering	Zhisong Wang, Ziyang Chen, Zanting Ye	2026	arxiv 2603.16372
DataFactory: Collaborative Multi-Agent Framework for Advanced Table Question Answering	Tong Wang, Chi Jin, Yongkang Chen	2026	arxiv 2603.09152
SeGPruner: Semantic-Geometric Visual Token Pruner for 3D Question Answering	Wenli Li, Kai Zhao, Haoran Jiang	2026	arxiv 2603.29437
HiMu: Hierarchical Multimodal Frame Selection for Long Video Question Answering	Dan Ben-Ami, Gabriele Serussi, Kobi Cohen	2026	arxiv 2603.18558
ARMOR: Adaptive Retriever Optimization for Low-Resource Telecom Question Answering	Heshan Fernando, Quan Xiao, Yan Xin	2026	arxiv 2606.29706

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