Research

Papers for “question answering”

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

Title	Authors	Year	Source
ToolQA: A Dataset for LLM Question Answering with External Tools	Yuchen Zhuang, Yue Yu, Kuan Wang	2023	arxiv 2306.13304
Efficient Bilinear Attention-based Fusion for Medical Visual Question Answering	Zhilin Zhang, Jie Wang, Zhanghao Qin	2024	arxiv 2410.21000
MRAG: A Modular Retrieval Framework for Time-Sensitive Question Answering	Zhang Siyue, Xue Yuxiang, Zhang Yiming	2024	arxiv 2412.15540
Hybrid Retrieval-Augmented Generation for Robust Multilingual Document Question Answering	Anthony Mudet, Souhail Bakkali	2025	arxiv 2512.12694
ASTRA-QA: A Benchmark for Abstract Question Answering over Documents	Shu Wang, Shansong Zhou, Xinyang Wang	2026	arxiv 2605.10168
Passage-specific Prompt Tuning for Passage Reranking in Question Answering with Large Language Models	Xuyang Wu, Zhiyuan Peng, Krishna Sravanthi Rajanala Sai	2024	arxiv 2405.20654
Unifying Image Processing as Visual Prompting Question Answering	Yihao Liu, Xiangyu Chen, Xianzheng Ma	2023	arxiv 2310.10513
Knowledge-Based Visual Question Answering in Videos	Noa Garcia, Mayu Otani, Chenhui Chu	2020	arxiv 2004.08385
LingoQA: Visual Question Answering for Autonomous Driving	Ana-Maria Marcu, Long Chen, Jan Hünermann	2023	arxiv 2312.14115
Exploring Diverse Methods in Visual Question Answering	Panfeng Li, Qikai Yang, Xieming Geng	2024	arxiv 2404.13565
Model Analysis & Evaluation for Ambiguous Question Answering	Konstantinos Papakostas, Irene Papadopoulou	2023	arxiv 2305.12483
Video Question Answering: Datasets, Algorithms and Challenges	Yaoyao Zhong, Junbin Xiao, Wei Ji	2022	arxiv 2203.01225
Stacked Attention Networks for Image Question Answering	Zichao Yang, Xiaodong He, Jianfeng Gao	2015	arxiv 1511.02274
Location-aware Graph Convolutional Networks for Video Question Answering	Deng Huang, Peihao Chen, Runhao Zeng	2020	arxiv 2008.09105
Message Passing for Complex Question Answering over Knowledge Graphs	Svitlana Vakulenko, Javier David Fernandez Garcia, Axel Polleres	2019	arxiv 1908.06917
Semantic-aware Modular Capsule Routing for Visual Question Answering	Yudong Han, Jianhua Yin, Jianlong Wu	2022	arxiv 2207.10404
Interpretable Visual Question Answering by Reasoning on Dependency Trees	Qingxing Cao, Bailin Li, Xiaodan Liang	2018	arxiv 1809.01810
PokeMQA: Programmable knowledge editing for Multi-hop Question Answering	Hengrui Gu, Kaixiong Zhou, Xiaotian Han	2023	arxiv 2312.15194
Multilingual Non-Factoid Question Answering with Answer Paragraph Selection	Ritwik Mishra, Sreeram Vennam, Rajiv Ratn Shah	2024	arxiv 2408.10604
How Optimal is Greedy Decoding for Extractive Question Answering?	Or Castel, Ori Ram, Avia Efrat	2021	arxiv 2108.05857

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