Research

Papers for “question answering”

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

Title	Authors	Year	Source
Explore before Moving: A Feasible Path Estimation and Memory Recalling Framework for Embodied Navigation	Yang Wu, Shirui Feng, Guanbin Li	2021	arxiv 2110.08571
Improving Biomedical Information Retrieval with Neural Retrievers	Man Luo, Arindam Mitra, Tejas Gokhale	2022	arxiv 2201.07745
Flamingo: a Visual Language Model for Few-Shot Learning	Jean-Baptiste Alayrac, Jeff Donahue, Pauline Luc	2022	arxiv 2204.14198
Successive Prompting for Decomposing Complex Questions	Dheeru Dua, Shivanshu Gupta, Sameer Singh	2022	arxiv 2212.04092
Bridge the Gap between Language models and Tabular Understanding	Nuo Chen, Linjun Shou, Ming Gong	2023	arxiv 2302.09302
Dr ChatGPT, tell me what I want to hear: How prompt knowledge impacts health answer correctness	Guido Zuccon, Bevan Koopman	2023	arxiv 2302.13793
Self-supervised pre-training and contrastive representation learning for multiple-choice video QA	Seonhoon Kim, Seohyeong Jeong, Eunbyul Kim	2020	arxiv 2009.08043
Spatial Knowledge Distillation to aid Visual Reasoning	Somak Aditya, Rudra Saha, Yezhou Yang	2018	arxiv 1812.03631
Learning Representations and Agents for Information Retrieval	Rodrigo Nogueira	2019	arxiv 1908.06132
Efficiently Embedding Dynamic Knowledge Graphs	Tianxing Wu, Arijit Khan, Melvin Yong	2019	arxiv 1910.06708
Activity report analysis with automatic single or multispan answer extraction	Ravi Choudhary, Arvind Krishna Sridhar, Erik Visser	2022	arxiv 2209.09316
Beyond the Hype: A dispassionate look at vision-language models in medical scenario	Yang Nan, Huichi Zhou, Xiaodan Xing	2024	arxiv 2408.08704
Empowering LLMs with Logical Reasoning: A Comprehensive Survey	Fengxiang Cheng, Haoxuan Li, Fenrong Liu	2025	arxiv 2502.15652
Beyond Profile: From Surface-Level Facts to Deep Persona Simulation in LLMs	Zixiao Wang, Duzhen Zhang, Ishita Agrawal	2025	arxiv 2502.12988
THREAD: Thinking Deeper with Recursive Spawning	Philip Schroeder, Nathaniel Morgan, Hongyin Luo	2024	arxiv 2405.17402
MedAtlas: Evaluating LLMs for Multi-Round, Multi-Task Medical Reasoning Across Diverse Imaging Modalities and Clinical Text	Ronghao Xu, Zhen Huang, Yangbo Wei	2025	arxiv 2508.10947
MoLoRAG: Bootstrapping Document Understanding via Multi-modal Logic-aware Retrieval	Xixi Wu, Yanchao Tan, Nan Hou	2025	arxiv 2509.07666
VQA Training Sets are Self-play Environments for Generating Few-shot Pools	Tautvydas Misiunas, Hassan Mansoor, Jasper Uijlings	2024	arxiv 2405.19773
MBBQ: A Dataset for Cross-Lingual Comparison of Stereotypes in Generative LLMs	Vera Neplenbroek, Arianna Bisazza, Raquel Fernández	2024	arxiv 2406.07243
Constructing the CORD-19 Vaccine Dataset	Manisha Singh, Divy Sharma, Alonso Ma	2024	arxiv 2407.18471

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