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Research

Papers for “question answering”

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

TitleAuthorsYearSource
Question and Answer Test-Train Overlap in Open-Domain Question Answering DatasetsPatrick Lewis, Pontus Stenetorp, Sebastian Riedel2020arxiv 2008.02637
EBMs vs. CL: Exploring Self-Supervised Visual Pretraining for Visual Question AnsweringVioletta Shevchenko, Ehsan Abbasnejad, Anthony Dick2022arxiv 2206.14355
Knowledge-enhanced Iterative Instruction Generation and Reasoning for Knowledge Base Question AnsweringHaowei Du, Quzhe Huang, Chen Zhang2022arxiv 2209.03005
T$^2$: An Adaptive Test-Time Scaling Strategy for Contextual Question AnsweringZhengyi Zhao, Shubo Zhang, Zezhong Wang2025arxiv 2505.17427
Internal and External Knowledge Interactive Refinement Framework for Knowledge-Intensive Question AnsweringHaowei Du, Dongyan Zhao2024arxiv 2408.12979
MEBench: Benchmarking Large Language Models for Cross-Document Multi-Entity Question AnsweringTeng Lin, Yuyu Luo, Honglin Zhang2025arxiv 2502.18993
DMC$^3$: Dual-Modal Counterfactual Contrastive Construction for Egocentric Video Question AnsweringJiayi Zou, Chaofan Chen, Bing-Kun Bao2025arxiv 2510.20285
Towards Better Generalization in Open-Domain Question Answering by Mitigating Context MemorizationZixuan Zhang, Revanth Gangi Reddy, Kevin Small2024arxiv 2404.01652
Sportify: Question Answering with Embedded Visualizations and Personified Narratives for Sports VideoChunggi Lee, Tica Lin, Hanspeter Pfister2024arxiv 2408.05123
GoT-CQA: Graph-of-Thought Guided Compositional Reasoning for Chart Question AnsweringLingling Zhang, Muye Huang, QianYing Wang2024arxiv 2409.02611
CasiMedicos-Arg: A Medical Question Answering Dataset Annotated with Explanatory Argumentative StructuresEkaterina Sviridova, Anar Yeginbergen, Ainara Estarrona2024arxiv 2410.05235
RuleRAG: Rule-Guided Retrieval-Augmented Generation with Language Models for Question AnsweringZhongwu Chen, Chengjin Xu, Dingmin Wang2024arxiv 2410.22353
MinPrompt: Graph-based Minimal Prompt Data Augmentation for Few-shot Question AnsweringXiusi Chen, Jyun-Yu Jiang, Wei-Cheng Chang2023arxiv 2310.05007
Generate then Select: Open-ended Visual Question Answering Guided by World KnowledgeXingyu Fu, Sheng Zhang, Gukyeong Kwon2023arxiv 2305.18842
ChartInsights: Evaluating Multimodal Large Language Models for Low-Level Chart Question AnsweringYifan Wu, Lutao Yan, Leixian Shen2024arxiv 2405.07001
REAR: A Relevance-Aware Retrieval-Augmented Framework for Open-Domain Question AnsweringYuhao Wang, Ruiyang Ren, Junyi Li2024arxiv 2402.17497
KorMedMCQA: Multi-Choice Question Answering Benchmark for Korean Healthcare Professional Licensing ExaminationsSunjun Kweon, Byungjin Choi, Gyouk Chu2024arxiv 2403.01469
Comprehensive Modeling and Question Answering of Cancer Clinical Practice Guidelines using LLMsBhumika Gupta, Pralaypati Ta, Keerthi Ram2025arxiv 2501.13984
Ontology-Guided, Hybrid Prompt Learning for Generalization in Knowledge Graph Question AnsweringLongquan Jiang, Junbo Huang, Cedric Möller2025arxiv 2502.03992
Q-NL Verifier: Leveraging Synthetic Data for Robust Knowledge Graph Question AnsweringTim Schwabe, Louisa Siebel, Patrik Valach2025arxiv 2503.01385