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❓ Question answering

192 papers · page 3 of 3 · 126–192 · the most cited first · all topics

Systems that answer questions from a text, a collection or a knowledge base.

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  1. QADiscourse - Discourse Relations as QA Pairs: Representation, Crowdsourcing and BaselinesValentina Pyatkin, Ayal Klein, Reut Tsarfaty, et al.2020 · 77 citations
  2. Bridging Anaphora Resolution as Question AnsweringYufang Hou2020 · 76 citations
  3. Importance of Pronominal Anaphora Resolution in Question Answering SystemsJosé L. Vicedo, Antonio Ferrández2000 · 74 citations
  4. CREPE: Open-Domain Question Answering with False PresuppositionsXinyan Yu, Sewon Min, Luke Zettlemoyer, et al.2023 · 67 citations
  5. Inquisitive Question Generation for High Level Text ComprehensionWei-Jen Ko, Te-yuan Chen, Yiyan Huang, et al.2020 · 65 citations
  6. Which Linguist Invented the Lightbulb? Presupposition Verification for Question-AnsweringNajoung Kim, Ellie Pavlick, Burcu Karagol Ayan, et al.2021 · 63 citations
  7. English Machine Reading Comprehension Datasets: A SurveyDaria Dzendzik, Jennifer Foster, Carl Vogel2021 · 53 citations
  8. ArabicaQA: A Comprehensive Dataset for Arabic Question AnsweringAbdelrahman Abdallah, Mahmoud Kasem, Mahmoud Abdalla, et al.2024 · 47 citations
  9. STARC: Structured Annotations for Reading ComprehensionYevgeni Berzak, Jonathan Malmaud, Roger Levy2020 · 38 citations
  10. Using Coreference for Question AnsweringThomas S. Morton1999 · 35 citations
  11. Incorporating Syntax and Frame Semantics in Neural Network for Machine Reading ComprehensionShaoru Guo, Yong Guan, Ru Li, et al.2020 · 30 citations
  12. IfQA: A Dataset for Open-domain Question Answering under Counterfactual PresuppositionsWenhao Yu, Meng Jiang, Peter Clark, et al.2023 · 26 citations
  13. Ellipsis Resolution as Question Answering: An EvaluationRahul Aralikatte, Matthew Lamm, Daniel Hardt, et al.2021 · 19 citations
  14. Robustifying Multi-hop QA through Pseudo-Evidentiality TrainingKyungjae Lee, Seung-won Hwang, Sang-eun Han, et al.2021 · 19 citations
  15. Multi-Relational Question Answering from Narratives: Machine Reading and Reasoning in Simulated WorldsIgor Labutov, Bishan Yang, Anusha Prakash, et al.2018 · 17 citations
  16. AraMed: Arabic Medical Question Answering using Pretrained Transformer Language ModelsAshwag Alasmari, Sarah Alhumoud, Waad Alshammari2024 · 16 citations
  17. Ontology-Guided Reverse Thinking Makes Large Language Models Stronger on Knowledge Graph Question AnsweringRunxuan Liu, Bei Luo, Jiaqi Li, et al.2025 · 15 citations
  18. Answer Extraction for Why Arabic Questions Answering Systems: EWAQFatima T. AL-Khawaldeh2019 · 15 citations
  19. HeQ: a Large and Diverse Hebrew Reading Comprehension BenchmarkAmir DN Cohen, Hilla Merhav, Yoav Goldberg, et al.2023 · 13 citations
  20. ParaShoot: A Hebrew Question Answering DatasetOmri Keren, Omer Levy2021 · 12 citations
  21. MORQA: Benchmarking Evaluation Metrics for Medical Open-Ended Question AnsweringWen-wai Yim, Asma Ben Abacha, Zixuan Yu, et al.2026 · 11 citations
  22. Pregnant Questions: The Importance of Pragmatic Awareness in Maternal Health Question AnsweringNeha Srikanth, Rupak Sarkar, Heran Mane, et al.2024 · 11 citations
  23. Coreference Reasoning in Machine Reading ComprehensionMingzhu Wu, Nafise Sadat Moosavi, Dan Roth, et al.2021 · 11 citations
  24. AmQA: Amharic Question Answering DatasetTilahun Abedissa, Ricardo Usbeck, Yaregal Assabie2023 · 10 citations
  25. Optimized Quran Passage Retrieval Using an Expanded QA Dataset and Fine-Tuned Language ModelsMohamed Basem; Islam Oshallah; Baraa Hikal; Ali Hamdi;, Ammar Mohamed2024 · 8 citations
  26. PragmatiCQA: A Dataset for Pragmatic Question Answering in ConversationsPeng Qi, Nina Du, Christopher Manning, et al.2023 · 8 citations
  27. MultiWikiQA: A Reading Comprehension Benchmark in 300+ LanguagesDan Saattrup Smart2026 · 6 citations
  28. OASIS: A Multilingual and Multimodal Dataset for Culturally Grounded Spoken Visual QAFiroj Alam, Ali Ezzat Shahroor, Md. Arid Hasan, et al.2025 · 6 citations
  29. MedAraBench: Large-Scale Arabic Medical Question Answering Dataset and BenchmarkMouath Abu-Daoud, Leen Kharouf, Omar El Hajj, et al.2026 · 5 citations
  30. MizanQA: Benchmarking Large Language Models on Moroccan Legal Question AnsweringAdil Bahaj, Mounir Ghogho2025 · 5 citations
  31. PreWoMe: Exploiting Presuppositions as Working Memory for Long Form Question AnsweringWookje Han, Jinsol Park, Kyungjae Lee2023 · 4 citations
  32. A guide to the dataset explosion in QA, NLI, and commonsense reasoningAnna Rogers, Anna Rumshisky2020 · 4 citations
  33. Beyond MCQ: An Open-Ended Arabic Cultural QA Benchmark with Dialect VariantsHunzalah Hassan Bhatti, Firoj Alam2026 · 3 citations
  34. HalluScore: Large Language Model Hallucination Question Answering BenchmarkAisha Alansari, Hamzah Luqman2026 · 3 citations
  35. Few-Shot Prompting for Extractive Quranic QA with Instruction-Tuned LLMsMohamed Basem, Islam Oshallah, Ali Hamdi, et al.2025 · 3 citations
  36. HistoriQA-ThirdRepublic: Multi-Hop Question Answering Corpus for Historical Research, Parliamentary Debates from the French Third Republic (1870-1940)Aurelien Pellet, Marie Anna Puren, Julien PEREZ2026 · 2 citations
  37. AmaSQuAD: A Benchmark for Amharic Extractive Question AnsweringNebiyou Daniel Hailemariam, Blessed Guda, Tsegazeab Tefferi2025 · 2 citations
  38. Integrating Neural and Symbolic Components in a Model of Pragmatic Question-AnsweringPolina Tsvilodub, Robert D. Hawkins, Michael Franke2025 · 1 citation
  39. Multi-Agent Interactive Question Generation Framework for Long Document UnderstandingKesen Wang, Daulet Toibazar, Abdulrahman Alfulayt, et al.2025 · 1 citation
  40. Automated Question Generation for Science Tests in Arabic Language Using NLP TechniquesMohammad Tami; Huthaifa I. Ashqar;, Mohammed Elhenawy2024 · 1 citation
  41. Question-Answering (QA) Model for a Personalized Learning Assistant for Arabic LanguageMohammad Sammoudi; Ahmad Habaybeh; Huthaifa I. Ashqar;, Mohammed Elhenawy2024 · 1 citation
  42. QA-KGNet: Language Model-driven Knowledge Graph Question-answering Model (QA-KGNet: 一种语言模型驱动的知识图谱问答模型)Shaojie Qiao (乔少杰), Guoping Yang (杨国平), Yong Yu (于泳), et al.2023 · 1 citation
  43. Harnessing Multilingual Resources to Question Answering in ArabicKhalid Alnajjar, Mika Hamalainen2022 · 1 citation
  44. A Binary Problem in Binary QA: Diverse LLMs or Diverse Question Interpretations? That Is the Ensembling QuestionRafael Rosales, Santiago Miret2026
  45. AccurateRAG: A Framework for Building Accurate Retrieval-Augmented Question-Answering ApplicationsLinh The Nguyen, Chi Tran, Dung Ngoc Nguyen, et al.2026
  46. AmharicStoryQA: A Multicultural Story Question Answering Benchmark in AmharicIsrael Abebe Azime, Abenezer Kebede Angamo, Hana Mekonen Tamiru, et al.2026
  47. Augmenting LLM Reasoning with Dynamic Notes Writing for Complex MultiHop QARishabh Maheshwary, Masoud Hashemi, Khyati Mahajan, et al.2026
  48. Can Video LLMs See Through Illusions? Video-Illusion QA Benchmark DatasetSouto Ohira, Tosho Hirasawa, Mamoru Komachi2026
  49. CRiT-QA: Evaluating Multi-hop Reasoning with Counterfactual Chains and Distractor TrapsJungmin Yun, June Hyoung Kwon, Youngbin Kim2026
  50. EDRAC: Benchmarking Arabic Dialect Reading ComprehensionNoor Abo Mokh, Kirill Chirkunov, Teresa Lynn, et al.2026
  51. EduBench: A Portuguese Benchmark for Open-Ended Discursive Question AnsweringPedro Henrique Paiola, Luís Gabriel Damiati Mendes, Bruno de Oliveira Monchelato, et al.2026
  52. Facilitating Large Language Model-based Multiple-choice Reading Comprehension with Question-solving Thought (基于解题思维机制的大语言模型多项选择阅读理解增强框架)Yisong Su (苏艺淞), Yuanzhe Zhang (张元哲), Xiangwen Liao (廖祥文), et al.2026
  53. High-Order Question Generation in a Multilingual Educational ContextSuna Seyma Uçar, Itziar Aldabe, Nora Aranberri, et al.2026
  54. HistoryBankQA: Multilingual Temporal Question Answering on Historical EventsBiswadip Mandal, Anant Khandelwal, Manish Gupta2026
  55. Information Asymmetry across Language Varieties: A Case Study on Cantonese-Mandarin and Bavarian-German QARenhao Pei, Siyao Peng, Verena Blaschke, et al.2026
  56. Leveraging Decoupled Composition in Large Language Models for Knowledge Base Question Answering (基于解耦与组合的大模型知识问答方法)Shengze Shi (施圣泽), Li Qin (秦利), Jun Hu (胡军), et al.2026
  57. RBR: RAG-Based Open-Domain Question Answering Using a Ranking Approach to Document RetrievalPriyatam Sai Naravajhula, Vincent Ng2026
  58. Reasoning Graph-Structured Question Answering: Datasets and Insights from LLM BenchmarkingKhin Yone, Devasha Trivedi, Anish Pahilajani, et al.2026
  59. ThinkStruct: RST-Aware Attention for Logical Reasoning in Machine Reading ComprehensionNhi Thao Tran, Tien Le, Toan Pham, et al.2026
  60. A-SEA3L-QA: A Fully Automated Self-Evolving, Adversarial Workflow for Arabic Long-Context Question-Answer GenerationKesen Wang, Daulet Toibazar, Pedro J. Moreno2025
  61. Huaputong: Large Language Model for Genealogical Question-answering with Knowledge Reasoning (华谱通: 基于知识推理的家谱问答大语言模型)Xindong Wu (吴信东), Xingrui Zhuo (卓兴锐), Yongpan Chang (常永泮), et al.2025
  62. Positive and Negative Chain-of-Thoughts Based Question Answering Method for Table-Text Financial Data (基于正负例思维链的表格-文本混合金融数据自动问答方法)Xi Li (李希), Xiping Liu (刘喜平), Qing Shu (舒晴), et al.2025
  63. Complexity factors of language models in reading comprehension: a controlled experiment (Étude des facteurs de complexité des modèles de langage dans une tâche de compréhension de lecture à l'aide d'une expérience contrôlée sémantiquement)Elie Antoine, Frederic Bechet, Géraldine Damnati, et al.2024
  64. Research Progress of Video Question Answering Technologies (视频问答技术研究进展)Cuizhu Bao (包翠竹), Kai Ding (丁凯), Jianfeng Dong (董建锋), et al.2024
  65. Researches on Question Answering Over Tables: A Survey (表格问答研究综述)Hongyi Zhang (张洪廙), Ren Li (李韧), Jianxi Yang (杨建喜), et al.2024
  66. Survey of Multi-document Machine Reading Comprehension Based on Deep Learning (基于深度学习的多文档机器阅读理解综述)Feng Gao (高峰), Jiancheng Ni (倪建成), Peng Gao (高鹏), et al.2023
  67. Survey on Commonsense Question Answering (常识问答研究综述)Yifan Fan (范怡帆), Bowei Zou (邹博伟), Qingting Xu (徐庆婷), et al.2023

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