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Papers for “question answering”

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

TitleAuthorsYearSource
Modelling Domain Relationships for Transfer Learning on Retrieval-based Question Answering Systems in E-commerceJianfei Yu, Minghui Qiu, Jing Jiang2017arxiv 1711.08726
ReasonDrive: Efficient Visual Question Answering for Autonomous Vehicles with Reasoning-Enhanced Small Vision-Language ModelsAmirhosein Chahe, Lifeng Zhou2025arxiv 2504.10757
Revisiting NLI: Towards Cost-Effective and Human-Aligned Metrics for Evaluating LLMs in Question AnsweringSai Shridhar Balamurali, Lu Cheng2025arxiv 2511.07659
KG-o1: Enhancing Multi-hop Question Answering in Large Language Models via Knowledge Graph IntegrationNan Wang, Yongqi Fan, yansha zhu2025arxiv 2508.15790
Prompting Explicit and Implicit Knowledge for Multi-hop Question Answering Based on Human Reading ProcessGuangming Huang, Yunfei Long, Cunjin Luo2024arxiv 2402.19350
RealitySummary: Exploring On-Demand Mixed Reality Text Summarization and Question Answering using Large Language ModelsAditya Gunturu, Shivesh Jadon, Nandi Zhang2024arxiv 2405.18620
A Large-Scale Benchmark for Evaluating Large Language Models on Medical Question Answering in RomanianAna-Cristina Rogoz, Radu Tudor Ionescu, Alexandra-Valentina Anghel2025arxiv 2508.16390
WaymoQA: A Multi-View Visual Question Answering Dataset for Safety-Critical Reasoning in Autonomous DrivingSeungjun Yu, Seonho Lee, Namho Kim2025arxiv 2511.20022
DiscoTrace: Representing and Comparing Answering Strategies of Humans and LLMs in Information-Seeking Question AnsweringNeha Srikanth, Jordan Boyd-Graber, Rachel Rudinger2026arxiv 2604.15140
SPADER: Step-wise Peer Advantage with Diversity-Aware Exploration Rewards for Multi-Answer Question AnsweringQiming Shi, Zhaolu Kang, Yunfan Zhou2026arxiv 2606.00593
DarkQA: Benchmarking Vision-Language Models on Visual-Primitive Question Answering in Low-Light Indoor ScenesYohan Park, Hyunwoo Ha, Wonjun Jo2025arxiv 2512.24985
TimeLens: On-Device Artifact Recognition with Retrieval-Augmented Question Answering for the Grand Egyptian MuseumRawan Hesham, Ali Ashraf, Amr Ahmed2026arxiv 2606.13267
When Iterative RAG Beats Ideal Evidence: A Diagnostic Study in Scientific Multi-hop Question AnsweringMahdi Astaraki, Mohammad Arshi Saloot, Ali Shiraee Kasmaee2026arxiv 2601.19827
Why Do Neural Language Models Still Need Commonsense Knowledge to Handle Semantic Variations in Question Answering?Sunjae Kwon, Cheongwoong Kang, Jiyeon Han2022arxiv 2209.00599
Enhancing Food-Domain Question Answering with a Multimodal Knowledge Graph: Hybrid QA Generation and Diversity AnalysisSrihari K B, Pushpak Bhattacharyya2025arxiv 2507.06571
Text-to-SPARQL Goes Beyond English: Multilingual Question Answering Over Knowledge Graphs through Human-Inspired ReasoningAleksandr Perevalov, Andreas Both2025arxiv 2507.16971
LLMs Meet Long Video: Advancing Long Video Question Answering with An Interactive Visual Adapter in LLMsYunxin Li, Xinyu Chen, Baotain Hu2024arxiv 2402.13546
Harnessing the Power of Semi-Structured Knowledge and LLMs with Triplet-Based Prefiltering for Question AnsweringDerian Boer, Fabian Koch, Stefan Kramer2024arxiv 2409.00861
Transformer Tafsir at QIAS 2025 Shared Task: Hybrid Retrieval-Augmented Generation for Islamic Knowledge Question AnsweringMuhammad Abu Ahmad, Mohamad Ballout, Raia Abu Ahmad2025arxiv 2509.23793
A Comparative and Experimental Study on Automatic Question Answering Systems and its Robustness against Word JumblingShashidhar Reddy Javaji, Haoran Hu, Sai Sameer Vennam2023arxiv 2311.15513