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Research

Papers for “question answering”

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

TitleAuthorsYearSource
A New Quantum CNN Model for Image ClassificationX. Q. Zhao, T. L. Chen2022arxiv 2203.11155
You Can Do Better! If You Elaborate the Reason When Making PredictionDongfang Li, Jingcong Tao, Qingcai Chen2021arxiv 2103.14919
Clinical Reading Comprehension with Encoder-Decoder Models Enhanced by Direct Preference OptimizationMd Sultan Al Nahian, Ramakanth Kavuluru2024arxiv 2407.14000
Can LLMs Evaluate Complex Attribution in QA? Automatic Benchmarking using Knowledge GraphsNan Hu, Jiaoyan Chen, Yike Wu2024arxiv 2401.14640
Domain-Adaptation through Synthetic Data: Fine-Tuning Large Language Models for German LawAli Hamza Bashir, Muhammad Rehan Khalid, Kostadin Cvejoski2026arxiv 2601.14160
Fine-Grained Table Retrieval Through the Lens of Complex QueriesWojciech Kosiuk, Xingyu Ji, Yeounoh Chung2026arxiv 2603.07146
Unstructured and structured data: Can we have the best of both worlds with large language models?Wang-Chiew Tan2023arxiv 2304.13010
MQA: Answering the Question via Robotic ManipulationYuhong Deng, Di Guo, Xiaofeng Guo2020arxiv 2003.04641
PIQA: Reasoning about Physical Commonsense in Natural LanguageYonatan Bisk, Rowan Zellers, Ronan Le Bras2019arxiv 1911.11641
eSapiens: A Real-World NLP Framework for Multimodal Document Understanding and Enterprise Knowledge ProcessingIsaac Shi, Zeyuan Li, Wenli Wang2025arxiv 2506.16768
Two-Stage Quranic QA via Ensemble Retrieval and Instruction-Tuned Answer ExtractionMohamed Basem, Islam Oshallah, Ali Hamdi2025arxiv 2508.06971
Direct Evaluation of Chain-of-Thought in Multi-hop Reasoning with Knowledge GraphsMinh-Vuong Nguyen, Linhao Luo, Fatemeh Shiri2024arxiv 2402.11199
A Review of Reinforcement Learning for Natural Language Processing, and Applications in HealthcareYing Liu, Haozhu Wang, Huixue Zhou2023arxiv 2310.18354
mChartQA: A universal benchmark for multimodal Chart Question Answer based on Vision-Language Alignment and ReasoningJingxuan Wei, Nan Xu, Guiyong Chang2024arxiv 2404.01548
Large Language Model for Table Processing: A SurveyWeizheng Lu, Jing Zhang, Ju Fan2024arxiv 2402.05121
Advancing Singlish Understanding: Bridging the Gap with Datasets and Multimodal ModelsBin Wang, Xunlong Zou, Shuo Sun2025arxiv 2501.01034
Passage-Mask: A Learnable Regularization Strategy for Retriever-Reader ModelsShujian Zhang, Chengyue Gong, Xingchao Liu2022arxiv 2211.00915
DictaBERT: A State-of-the-Art BERT Suite for Modern HebrewShaltiel Shmidman, Avi Shmidman, Moshe Koppel2023arxiv 2308.16687
Ask Me Anything: Dynamic Memory Networks for Natural Language ProcessingAnkit Kumar, Ozan Irsoy, Peter Ondruska2015arxiv 1506.07285
Efficient Document Retrieval with G-RetrieverManthankumar Solanki2025arxiv 2504.14955