Research

Papers for “question answering”

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

Title	Authors	Year	Source
A deep learning approach for predicting the quality of online health expert question-answering services	Ze Hu, Zhan Zhang, Qing Chen	2016	arxiv 1612.07040
What Can Secondary Predictions Tell Us? An Exploration on Question-Answering with SQuAD-v2.0	Michael Kamfonas, Gabriel Alon	2022	arxiv 2206.14348
Comparing the Performance of LLMs in RAG-based Question-Answering: A Case Study in Computer Science Literature	Ranul Dayarathne, Uvini Ranaweera, Upeksha Ganegoda	2025	arxiv 2511.03261
Transportation Cyber Incident Awareness through Generative AI-Based Incident Analysis and Retrieval-Augmented Question-Answering Systems	Ostonya Thomas, Muhaimin Bin Munir, Jean-Michel Tine	2025	arxiv 2508.02523
A dataset and exploration of models for understanding video data through fill-in-the-blank question-answering	Tegan Maharaj, Nicolas Ballas, Anna Rohrbach	2016	arxiv 1611.07810
Optimizing Medical Question-Answering Systems: A Comparative Study of Fine-Tuned and Zero-Shot Large Language Models with RAG Framework	Tasnimul Hassan, Md Faisal Karim, Haziq Jeelani	2025	arxiv 2512.05863
BioPulse-QA: A Dynamic Biomedical Question-Answering Benchmark for Evaluating Factuality, Robustness, and Bias in Large Language Models	Kriti Bhattarai, Vipina K. Keloth, Donald Wright	2026	arxiv 2601.12632
A case study of Generative AI in MSX Sales Copilot: Improving seller productivity with a real-time question-answering system for content recommendation	Manpreet Singh, Ravdeep Pasricha, Nitish Singh	2024	arxiv 2401.04732
Around the GLOBE: Numerical Aggregation Question-Answering on Heterogeneous Genealogical Knowledge Graphs with Deep Neural Networks	Omri Suissa, Maayan Zhitomirsky-Geffet, Avshalom Elmalech	2023	arxiv 2307.16208
Audiopedia: Audio QA with Knowledge	Abhirama Subramanyam Penamakuri, Kiran Chhatre, Akshat Jain	2024	arxiv 2412.20619
An exploratory analysis of Community-based Question-Answering Platforms and GPT-3-driven Generative AI: Is it the end of online community-based learning?	Mohammed Mehedi Hasan, Mahady Hasan, Mamun Bin Ibne Reaz	2024	arxiv 2409.17473
Fusing Bidirectional Chains of Thought and Reward Mechanisms A Method for Enhancing Question-Answering Capabilities of Large Language Models for Chinese Intangible Cultural Heritage	Ruilin Liu, Zhixiao Zhao, Jieqiong Li	2025	arxiv 2505.08167
Unanswerable Questions about Images and Texts	Ernest Davis	2021	arxiv 2102.06793
Conditional Generation with a Question-Answering Blueprint	Shashi Narayan, Joshua Maynez, Reinald Kim Amplayo	2022	arxiv 2207.00397
Better Question-Answering Models on a Budget	Yudhanjaya Wijeratne, Ishan Marikar	2023	arxiv 2304.12370
Semi-Supervised QA with Generative Domain-Adaptive Nets	Zhilin Yang, Junjie Hu, Ruslan Salakhutdinov	2017	arxiv 1702.02206
Machine Comprehension by Text-to-Text Neural Question Generation	Xingdi Yuan, Tong Wang, Caglar Gulcehre	2017	arxiv 1705.02012
T\"urk\c{c}e Dil Modellerinin Performans Kar\c{s}{\i}la\c{s}t{\i}rmas{\i} Performance Comparison of Turkish Language Models	Eren Dogan, M. Egemen Uzun, Atahan Uz	2024	arxiv 2404.17010
Learning Representations for Zero-Shot Retrieval over Structured Data	Harsh Kohli	2021	arxiv 2111.00123
A Few More Examples May Be Worth Billions of Parameters	Yuval Kirstain, Patrick Lewis, Sebastian Riedel	2021	arxiv 2110.04374

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