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Research

Papers for “question answering”

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

TitleAuthorsYearSource
Measuring the Groundedness of Legal Question-Answering SystemsDietrich Trautmann, Natalia Ostapuk, Quentin Grail2024arxiv 2410.08764
Geode: A Zero-shot Geospatial Question-Answering Agent with Explicit Reasoning and Precise Spatio-Temporal RetrievalDevashish Vikas Gupta, Azeez Syed Ali Ishaqui, Divya Kiran Kadiyala2024arxiv 2407.11014
Optimal Scheduling in a Question-Answering Forum of Knowledge WorkersRohit Negi, Mustafa Yilmaz2026arxiv 2606.19759
Semantic Caching of Contextual Summaries for Efficient Question-Answering with Language ModelsCamille Couturier, Spyros Mastorakis, Haiying Shen2025arxiv 2505.11271
Overview of Factify5WQA: Fact Verification through 5W Question-AnsweringSuryavardan Suresh, Anku Rani, Parth Patwa2024arxiv 2410.04236
Pay More Attention - Neural Architectures for Question-AnsweringZia Hasan, Sebastian Fischer2018arxiv 1803.09230
FigureNet: A Deep Learning model for Question-Answering on Scientific PlotsRevanth Reddy, Rahul Ramesh, Ameet Deshpande2018arxiv 1806.04655
Improving Vietnamese Legal Question--Answering System based on Automatic Data EnrichmentThi-Hai-Yen Vuong, Ha-Thanh Nguyen, Quang-Huy Nguyen2023arxiv 2306.04841
Overview of the ClinIQLink 2025 Shared Task on Medical Question-AnsweringBrandon Colelough, Davis Bartels, Dina Demner-Fushman2025arxiv 2506.21597
Can we repurpose multiple-choice question-answering models to rerank retrieved documents?Jasper Kyle Catapang2025arxiv 2504.06276
GeoVisA11y: An AI-based Geovisualization Question-Answering System for Screen-Reader UsersChu Li, Rock Yuren Pang, Arnavi Chheda-Kothary2026arxiv 2603.07446
NExT-QA:Next Phase of Question-Answering to Explaining Temporal ActionsJunbin Xiao, Xindi Shang, Angela Yao2021arxiv 2105.08276
SMILE: A Composite Lexical-Semantic Metric for Question-Answering EvaluationShrikant Kendre, Austin Xu, Honglu Zhou2025arxiv 2511.17432
OpenLifelogQA: An Open-Ended Multi-Modal Lifelog Question-Answering DatasetQuang-Linh Tran, Hoang-Bao Le, Tuong-Nghiem Diep2025arxiv 2508.03583
Learning to Explain: Datasets and Models for Identifying Valid Reasoning Chains in Multihop Question-AnsweringHarsh Jhamtani, Peter Clark2020arxiv 2010.03274
SciGraphQA: A Large-Scale Synthetic Multi-Turn Question-Answering Dataset for Scientific GraphsShengzhi Li, Nima Tajbakhsh2023arxiv 2308.03349
Split-NER: Named Entity Recognition via Two Question-Answering-based ClassificationsJatin Arora, Youngja Park2023arxiv 2310.19942
Assessment of RAG and Fine-Tuning for Industrial Question-Answering-ApplicationsJakob Sturm, Josef Pichlmeier, Christian Bernhard2026arxiv 2605.09533
An Empirical Study on the Characteristics of Question-Answering Process on Developer ForumsYi Li, Shaohua Wang, Tien N. Nguyen2019arxiv 1909.02616
CLEV: LLM-Based Evaluation Through Lightweight Efficient Voting for Free-Form Question-AnsweringSher Badshah, Moamen Moustafa, Hassan Sajjad2025arxiv 2503.08542