Research

Papers for “question answering”

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

Title	Authors	Year	Source
UPB at SemEval-2021 Task 8: Extracting Semantic Information on Measurements as Multi-Turn Question Answering	Andrei-Marius Avram, George-Eduard Zaharia, Dumitru-Clementin Cercel	2021	arxiv 2104.04549
X-METRA-ADA: Cross-lingual Meta-Transfer Learning Adaptation to Natural Language Understanding and Question Answering	Meryem M'hamdi, Doo Soon Kim, Franck Dernoncourt	2021	arxiv 2104.09696
Exploring Generative Process Reward Modeling for Semi-Structured Data: A Case Study of Table Question Answering	Lei Tang, Wei Zhou, Mohsen Mesgar	2025	arxiv 2510.20304
Multi-Modal Fusion Transformer for Visual Question Answering in Remote Sensing	Tim Siebert, Kai Norman Clasen, Mahdyar Ravanbakhsh	2022	arxiv 2210.04510
Glance and Focus: Memory Prompting for Multi-Event Video Question Answering	Ziyi Bai, Ruiping Wang, Xilin Chen	2024	arxiv 2401.01529
MFORT-QA: Multi-hop Few-shot Open Rich Table Question Answering	Che Guan, Mengyu Huang, Peng Zhang	2024	arxiv 2403.19116
Using Interactive Feedback to Improve the Accuracy and Explainability of Question Answering Systems Post-Deployment	Zichao Li, Prakhar Sharma, Xing Han Lu	2022	arxiv 2204.03025
Reassessing Evaluation Practices in Visual Question Answering: A Case Study on Out-of-Distribution Generalization	Aishwarya Agrawal, Ivana Kajić, Emanuele Bugliarello	2022	arxiv 2205.12191
Quick and (not so) Dirty: Unsupervised Selection of Justification Sentences for Multi-hop Question Answering	Vikas Yadav, Steven Bethard, Mihai Surdeanu	2019	arxiv 1911.07176
Conformal Sets in Multiple-Choice Question Answering under Black-Box Settings with Provable Coverage Guarantees	Guang Yang, Xinyang Liu	2025	arxiv 2508.05544
Can Out-of-Distribution Evaluations Uncover Reliance on Shortcuts? A Case Study in Question Answering	Michal Štefánik, Timothee Mickus, Marek Kadlčík	2025	arxiv 2508.18407
Geospatial Question Answering on Historical Maps Using Spatio-Temporal Knowledge Graphs and Large Language Models	Ziyi Liu, Sidi Wu, Lorenz Hurni	2025	arxiv 2508.21491
MINTQA: A Multi-Hop Question Answering Benchmark for Evaluating LLMs on New and Tail Knowledge	Jie He, Nan Hu, Wanqiu Long	2024	arxiv 2412.17032
MMAPG: A Training-Free Framework for Multimodal Multi-hop Question Answering via Adaptive Planning Graphs	Yiheng Hu, Xiaoyang Wang, Qing Liu	2025	arxiv 2508.16051
PQA: Zero-shot Protein Question Answering for Free-form Scientific Enquiry with Large Language Models	Eli M Carrami, Sahand Sharifzadeh	2024	arxiv 2402.13653
Efficient Multi-Agent Collaboration with Tool Use for Online Planning in Complex Table Question Answering	Wei Zhou, Mohsen Mesgar, Annemarie Friedrich	2024	arxiv 2412.20145
Enhancing Multi-modal and Multi-hop Question Answering via Structured Knowledge and Unified Retrieval-Generation	Qian Yang, Qian Chen, Wen Wang	2022	arxiv 2212.08632
On Evaluating the Integration of Reasoning and Action in LLM Agents with Database Question Answering	Linyong Nan, Ellen Zhang, Weijin Zou	2023	arxiv 2311.09721
DualRAG: A Dual-Process Approach to Integrate Reasoning and Retrieval for Multi-Hop Question Answering	Rong Cheng, Jinyi Liu, Yan Zheng	2025	arxiv 2504.18243
Zero-Shot Anomaly Detection in Battery Thermal Images Using Visual Question Answering with Prior Knowledge	Marcella Astrid, Abdelrahman Shabayek, Djamila Aouada	2025	arxiv 2505.16674

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