Research

Papers for “question answering”

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

Title	Authors	Year	Source
FinRank: An Evidence-Grounded Benchmark for Financial Question Answering and Retrieval over SEC Filings	Sasan Mansouri, Daniel Saad, Mark Wahrenburg	2026	arxiv 2608.07400
Better Decomposition, Free Aggregation: A Synthesizer-Folding Framework for Multilingual Multi-Hop Question Answering	Yilin Wang, Yuchun Fan, Weidong Bao	2026	arxiv 2608.13160
Transformer Module Networks for Systematic Generalization in Visual Question Answering	Moyuru Yamada, Vanessa D'Amario, Kentaro Takemoto	2022	arxiv 2201.11316
Logic-Guided Data Augmentation and Regularization for Consistent Question Answering	Akari Asai, Hannaneh Hajishirzi	2020	arxiv 2004.10157
A Novel DeBERTa-based Model for Financial Question Answering Task	Yanbo J. Wang, Yuming Li, Hui Qin	2022	arxiv 2207.05875
Evaluating the Retrieval Component in LLM-Based Question Answering Systems	Ashkan Alinejad, Krtin Kumar, Ali Vahdat	2024	arxiv 2406.06458
Rider: Reader-Guided Passage Reranking for Open-Domain Question Answering	Yuning Mao, Pengcheng He, Xiaodong Liu	2021	arxiv 2101.00294
Multimodal Integration of Human-Like Attention in Visual Question Answering	Ekta Sood, Fabian Kögel, Philipp Müller	2021	arxiv 2109.13139
Towards Robust Extractive Question Answering Models: Rethinking the Training Methodology	Son Quoc Tran, Matt Kretchmar	2024	arxiv 2409.19766
Enhancing Question Answering Precision with Optimized Vector Retrieval and Instructions	Lixiao Yang, Mengyang Xu, Weimao Ke	2024	arxiv 2411.01039
Porting Large Language Models to Mobile Devices for Question Answering	Hannes Fassold	2024	arxiv 2404.15851
LP-LM: No Hallucinations in Question Answering with Logic Programming	Katherine Wu, Yanhong A. Liu	2025	arxiv 2502.09212
Exploring Advanced Techniques for Visual Question Answering: A Comprehensive Comparison	Aiswarya Baby, Tintu Thankom Koshy	2025	arxiv 2502.14827
Toward a Neural Semantic Parsing System for EHR Question Answering	Sarvesh Soni, Kirk Roberts	2022	arxiv 2211.04569
Strong and Efficient Baselines for Open Domain Conversational Question Answering	Andrei C. Coman, Gianni Barlacchi, Adrià de Gispert	2023	arxiv 2310.14708
AIM: Asymmetric Information Masking for Visual Question Answering Continual Learning	Peifeng Zhang, Zice Qiu, Donghua Yu	2026	arxiv 2604.14779
Memory Centric Power Allocation for Multi-Agent Embodied Question Answering	Chengyang Li, Shuai Wang, Kejiang Ye	2026	arxiv 2604.17810
ProMSA:Progressive Multimodal Search Agents for Knowledge-Based Visual Question Answering	ZhengXian Wu, Hangrui Xu, Kai Shi	2026	arxiv 2606.27974
Interpretable Uncertainty for Adaptive Retrieval and Reasoning in Question Answering	Ritajit Dey, Iadh Ounis, Graham McDonald	2026	arxiv 2607.07380
Few-shot Multi-hop Question Answering over Knowledge Base	Meihao Fan, Lei Zhang, Siyao Xiao	2021	arxiv 2112.11909

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