Research

Papers for “question answering”

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

Title	Authors	Year	Source
Re-Examining Calibration: The Case of Question Answering	Chenglei Si, Chen Zhao, Sewon Min	2022	arxiv 2205.12507
Question-Guided Hybrid Convolution for Visual Question Answering	Peng Gao, Pan Lu, Hongsheng Li	2018	arxiv 1808.02632
Trustworthy Medical Question Answering: An Evaluation-Centric Survey	Yinuo Wang, Baiyang Wang, Robert E. Mercer	2025	arxiv 2506.03659
Self-Correction Distillation for Structured Data Question Answering	Yushan Zhu, Wen Zhang, Long Jin	2025	arxiv 2511.07998
SurgLQA: Scalable Long-Horizon Surgical Video Question Answering	Diandian Guo, Xikai Yang, Ruiyang Li	2026	arxiv 2605.17915
CL-CrossVQA: A Continual Learning Benchmark for Cross-Domain Visual Question Answering	Yao Zhang, Haokun Chen, Ahmed Frikha	2022	arxiv 2211.10567
MTBench: A Multimodal Time Series Benchmark for Temporal Reasoning and Question Answering	Jialin Chen, Aosong Feng, Ziyu Zhao	2025	arxiv 2503.16858
G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding and Question Answering	Xiaoxin He, Yijun Tian, Yifei Sun	2024	arxiv 2402.07630
BELIEF: Structured Evidence Modeling and Uncertainty-Aware Fusion for Biomedical Question Answering	Chang Zong, Hao Ning, Siliang Tang	2026	arxiv 2605.17435
Learning When Not to Answer: A Ternary Reward Structure for Reinforcement Learning based Question Answering	Fréderic Godin, Anjishnu Kumar, Arpit Mittal	2019	arxiv 1902.10236
Infusing Disease Knowledge into BERT for Health Question Answering, Medical Inference and Disease Name Recognition	Yun He, Ziwei Zhu, Yin Zhang	2020	arxiv 2010.03746
Interaction Configurations and Prompt Guidance in Conversational AI for Question Answering in Human-AI Teams	Jaeyoon Song, Zahra Ashktorab, Qian Pan	2025	arxiv 2505.01648
Are Smaller Open-Weight LLMs Closing the Gap to Proprietary Models for Biomedical Question Answering?	Damian Stachura, Joanna Konieczna, Artur Nowak	2025	arxiv 2509.18843
Zero-Shot Multi-Hop Question Answering via Monte-Carlo Tree Search with Large Language Models	Seongmin Lee, Jaewook Shin, Youngjin Ahn	2024	arxiv 2409.19382
A Mutual Information Maximization Approach for the Spurious Solution Problem in Weakly Supervised Question Answering	Zhihong Shao, Lifeng Shang, Qun Liu	2021	arxiv 2106.07174
Improving Complex Knowledge Base Question Answering via Question-to-Action and Question-to-Question Alignment	Yechun Tang, Xiaoxia Cheng, Weiming Lu	2022	arxiv 2212.13036
SpeechBERT: An Audio-and-text Jointly Learned Language Model for End-to-end Spoken Question Answering	Yung-Sung Chuang, Chi-Liang Liu, Hung-Yi Lee	2019	arxiv 1910.11559
INDIC QA BENCHMARK: A Multilingual Benchmark to Evaluate Question Answering capability of LLMs for Indic Languages	Abhishek Kumar Singh, Vishwajeet kumar, Rudra Murthy	2024	arxiv 2407.13522
Video Question Answering Using CLIP-Guided Visual-Text Attention	Shuhong Ye, Weikai Kong, Chenglin Yao	2023	arxiv 2303.03131
Relation-Aware Graph Attention Network for Visual Question Answering	Linjie Li, Zhe Gan, Yu Cheng	2019	arxiv 1903.12314

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