Research

Papers for “question answering”

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

Title	Authors	Year	Source
Thought-For-Food: Reasoning Chain Induced Food Visual Question Answering	Riddhi Jain, Manasi Patwardhan, Parijat Deshpande	2025	arxiv 2511.01213
Multimodal Hypothetical Summary for Retrieval-based Multi-image Question Answering	Peize Li, Qingyi Si, Peng Fu	2024	arxiv 2412.14880
RSAdapter: Adapting Multimodal Models for Remote Sensing Visual Question Answering	Yuduo Wang, Pedram Ghamisi	2023	arxiv 2310.13120
DSPNet: Dual-vision Scene Perception for Robust 3D Question Answering	Jingzhou Luo, Yang Liu, Weixing Chen	2025	arxiv 2503.03190
Credible Plan-Driven RAG Method for Multi-Hop Question Answering	Ningning Zhang, Chi Zhang, Zhizhong Tan	2025	arxiv 2504.16787
GNN2R: Weakly-Supervised Rationale-Providing Question Answering over Knowledge Graphs	Ruijie Wang, Luca Rossetto, Michael Cochez	2023	arxiv 2312.02317
TPCL: Task Progressive Curriculum Learning for Robust Visual Question Answering	Ahmed Akl, Abdelwahed Khamis, Zhe Wang	2024	arxiv 2411.17292
Noise-Aware Visual Representation Learning for Medical Visual Question Answering	I Putu Adi Pratama, Bahadorreza Ofoghi, Atul Sajjanhar	2026	arxiv 2606.05535
From RAG to Agentic RAG for Faithful Islamic Question Answering	Gagan Bhatia, Hamdy Mubarak, Mustafa Jarrar	2026	arxiv 2601.07528
VISTAQA: Benchmarking Joint Visual Question Answering and Pixel-Level Evidence	Mozhgan Nasr Azadani, Yimu Wang, Yongpeng Zhu	2026	arxiv 2605.20676
HiKEY: Hierarchical Multimodal Retrieval for Open-Domain Document Question Answering	Joongmin Shin, Gyuho Shim, Jeongbae Park	2026	arxiv 2605.29606
Assessing Reliability of BERT-Based Models on Question Answering Tasks	Pooja Yadav, Priyanka Harjule, Basant Agarwal	2026	arxiv 2608.10806
ActKnow: Active External Knowledge Infusion Learning for Question Answering in Low Data Regime	K. M. Annervaz, Pritam Kumar Nath, Ambedkar Dukkipati	2021	arxiv 2112.09423
Towards leveraging latent knowledge and Dialogue context for real-world conversational question answering	Shaomu Tan, Denis Paperno	2022	arxiv 2212.08946
On the General Value of Evidence, and Bilingual Scene-Text Visual Question Answering	Xinyu Wang, Yuliang Liu, Chunhua Shen	2020	arxiv 2002.10215
TyDi QA: A Benchmark for Information-Seeking Question Answering in Typologically Diverse Languages	Jonathan H. Clark, Eunsol Choi, Michael Collins	2020	arxiv 2003.05002
A Comparative Evaluation of Visual and Natural Language Question Answering Over Linked Data	Gerhard Wohlgenannt, Dmitry Mouromtsev, Dmitry Pavlov	2019	arxiv 1907.08501
An Empirical Study for Representations of Videos in Video Question Answering via MLLMs	Zhi Li, Yanan Wang, Hao Niu	2025	arxiv 2510.12299
Evaluating Fine-Tuning Efficiency of Human-Inspired Learning Strategies in Medical Question Answering	Yushi Yang, Andrew M. Bean, Robert McCraith	2024	arxiv 2408.07888
Beyond Chains: Bridging Large Language Models and Knowledge Bases in Complex Question Answering	Yihua Zhu, Qianying Liu, Akiko Aizawa	2025	arxiv 2505.14099

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