Research

Papers for “question answering”

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

Title	Authors	Year	Source
Leveraging LLM-GNN Integration for Open-World Question Answering over Knowledge Graphs	Hussein Abdallah, Ibrahim Abdelaziz, Panos Kalnis	2026	arxiv 2604.13979
Ontology-Guided Evidence Path Inference for Multi-hop Knowledge Graph Question Answering	Yongxue Shan, Meihan Wu, Cundi Fang	2026	arxiv 2606.28076
Enhancing Question Answering for Enterprise Knowledge Bases using Large Language Models	Feihu Jiang, Chuan Qin, Kaichun Yao	2024	arxiv 2404.08695
CT2C-QA: Multimodal Question Answering over Chinese Text, Table and Chart	Bowen Zhao, Tianhao Cheng, Yuejie Zhang	2024	arxiv 2410.21414
GeReA: Question-Aware Prompt Captions for Knowledge-based Visual Question Answering	Ziyu Ma, Shutao Li, Bin Sun	2024	arxiv 2402.02503
CLEVR-POC: Reasoning-Intensive Visual Question Answering in Partially Observable Environments	Savitha Sam Abraham, Marjan Alirezaie, Luc De Raedt	2024	arxiv 2403.03203
CG-Bench: Clue-grounded Question Answering Benchmark for Long Video Understanding	Guo Chen, Yicheng Liu, Yifei Huang	2024	arxiv 2412.12075
Grounding Chest X-Ray Visual Question Answering with Generated Radiology Reports	Francesco Dalla Serra, Patrick Schrempf, Chaoyang Wang	2025	arxiv 2505.16624
Benchmarking Large Multimodal Models for Ophthalmic Visual Question Answering with OphthalWeChat	Pusheng Xu, Xia Gong, Xiaolan Chen	2025	arxiv 2505.19624
HCT-QA: A Benchmark for Question Answering on Human-Centric Tables	Mohammad S. Ahmad, Zan A. Naeem, Michaël Aupetit	2025	arxiv 2504.20047
KG-Guard: Graph-Based Hallucination Detection for Knowledge Base Question Answering	Albert Sawczyn, Piotr Bielak, Tomasz Kajdanowicz	2026	arxiv 2606.00328
LHSDet: High-Resolution AI-Generated Image Detection via Visual Question Answering	Qian Yao, Jun-Jie Huang, Yongjun Wang	2026	arxiv 2608.07863
Improved Fusion of Visual and Language Representations by Dense Symmetric Co-Attention for Visual Question Answering	Duy-Kien Nguyen, Takayuki Okatani	2018	arxiv 1804.00775
SUTD-TrafficQA: A Question Answering Benchmark and an Efficient Network for Video Reasoning over Traffic Events	Li Xu, He Huang, Jun Liu	2021	arxiv 2103.15538
Few-shot Transfer Learning for Knowledge Base Question Answering: Fusing Supervised Models with In-Context Learning	Mayur Patidar, Riya Sawhney, Avinash Singh	2023	arxiv 2311.08894
Optimizing Visual Question Answering Models for Driving: Bridging the Gap Between Human and Machine Attention Patterns	Kaavya Rekanar, Martin Hayes, Ganesh Sistu	2024	arxiv 2406.09203
Multimodal Multi-Hop Question Answering Through a Conversation Between Tools and Efficiently Finetuned Large Language Models	Hossein Rajabzadeh, Suyuchen Wang, Hyock Ju Kwon	2023	arxiv 2309.08922
Retrieval Augmented Biomedical Question Answering with Weak Question Recovery and Neural Reranking for BioASQ Task 14b	Xueying Zhao, Lee Mai, Balaji Anandganesh	2026	arxiv 2608.01468
Uncertainty-Aware Text-to-Program for Question Answering on Structured Electronic Health Records	Daeyoung Kim, Seongsu Bae, Seungho Kim	2022	arxiv 2203.06918
Multi-Relational Question Answering from Narratives: Machine Reading and Reasoning in Simulated Worlds	Igor Labutov, Bishan Yang, Anusha Prakash	2019	arxiv 1902.09093

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