Research

Papers for “question answering”

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

Title	Authors	Year	Source
LongSumEval: Question-Answering Based Evaluation and Feedback-Driven Refinement for Long Document Summarization	Huyen Nguyen, Haoxuan Zhang, Yang Zhang	2026	arxiv 2604.25130
CoE-Ops: Collaboration of LLM-based Experts for AIOps Question-Answering	Jinkun Zhao, Yuanshuai Wang, Xingjian Zhang	2025	arxiv 2507.22937
Peek Across: Improving Multi-Document Modeling via Cross-Document Question-Answering	Avi Caciularu, Matthew E. Peters, Jacob Goldberger	2023	arxiv 2305.15387
Where Was COVID-19 First Discovered? Designing a Question-Answering System for Pandemic Situations	Johannes Graf, Gino Lancho, Patrick Zschech	2022	arxiv 2204.08787
Building the Intent Landscape of Real-World Conversational Corpora with Extractive Question-Answering Transformers	Jean-Philippe Corbeil, Mia Taige Li, Hadi Abdi Ghavidel	2022	arxiv 2208.12886
Putting Question-Answering Systems into Practice: Transfer Learning for Efficient Domain Customization	Bernhard Kratzwald, Stefan Feuerriegel	2018	arxiv 1804.07097
Legal Question-Answering in the Indian Context: Efficacy, Challenges, and Potential of Modern AI Models	Shubham Kumar Nigam, Shubham Kumar Mishra, Ayush Kumar Mishra	2023	arxiv 2309.14735
KaFT: Knowledge-aware Fine-tuning for Boosting LLMs' Domain-specific Question-Answering Performance	Qihuang Zhong, Liang Ding, Xiantao Cai	2025	arxiv 2505.15480
CAN-QA: A Question-Answering Benchmark for Reasoning over In-Vehicle CAN Traffic	Jing Chen, Abhijay Deevi, Onat Gungor	2026	arxiv 2604.24935
When Models Decide and When They Bind: A Two-Stage Computation for Multiple-Choice Question-Answering	Hugh Mee Wong, Rick Nouwen, Albert Gatt	2026	arxiv 2601.03914
A Multi-Agent Framework for Mitigating Dialect Biases in Privacy Policy Question-Answering Systems	\DJor\dje Klisura, Astrid R Bernaga Torres, Anna Karen Gárate-Escamilla	2025	arxiv 2506.02998
An Expert Schema for Evaluating Large Language Model Errors in Scholarly Question-Answering Systems	Anna Martin-Boyle, William Humphreys, Martha Brown	2026	arxiv 2602.21059
Robust Bias Evaluation with FilBBQ: A Filipino Bias Benchmark for Question-Answering Language Models	Lance Calvin Lim Gamboa, Yue Feng, Mark Lee	2026	arxiv 2602.14466
Guiding Vision-Language Model Selection for Visual Question-Answering Across Tasks, Domains, and Knowledge Types	Neelabh Sinha, Vinija Jain, Aman Chadha	2024	arxiv 2409.09269
A RAG-Based Question-Answering Solution for Cyber-Attack Investigation and Attribution	Sampath Rajapaksha, Ruby Rani, Erisa Karafili	2024	arxiv 2408.06272
QASnowball: An Iterative Bootstrapping Framework for High-Quality Question-Answering Data Generation	Kunlun Zhu, Shihao Liang, Xu Han	2023	arxiv 2309.10326
SuperMemory-VQA: An Egocentric Visual Question-Answering Benchmark for Long-Horizon Memory	Samiul Alam, Shakhrul Iman Siam, Michael J. Proulx	2026	arxiv 2606.00825
Assessing and Enhancing Large Language Models in Rare Disease Question-answering	Guanchu Wang, Junhao Ran, Ruixiang Tang	2024	arxiv 2408.08422
Harnessing Temporal Databases for Systematic Evaluation of Factual Time-Sensitive Question-Answering in Large Language Models	Soyeon Kim, Jindong Wang, Xing Xie	2025	arxiv 2508.02045
DR-RAG: Applying Dynamic Document Relevance to Retrieval-Augmented Generation for Question-Answering	Zijian Hei, Weiling Liu, Wenjie Ou	2024	arxiv 2406.07348

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