Research

Papers for “question answering”

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

Title	Authors	Year	Source
Where To Look: Focus Regions for Visual Question Answering	Kevin J. Shih, Saurabh Singh, Derek Hoiem	2015	arxiv 1511.07394
Empirical Study on Deep Learning Models for Question Answering	Yang Yu, Wei Zhang, Chung-Wei Hang	2015	arxiv 1510.07526
Coarse-grained decomposition and fine-grained interaction for multi-hop question answering	Xing Cao, Yun Liu	2021	arxiv 2101.05988
MedFuzz: Exploring the Robustness of Large Language Models in Medical Question Answering	Robert Osazuwa Ness, Katie Matton, Hayden Helm	2024	arxiv 2406.06573
UniGen: A Unified Generative Framework for Retrieval and Question Answering with Large Language Models	Xiaoxi Li, Yujia Zhou, Zhicheng Dou	2023	arxiv 2312.11036
Sports-QA: A Large-Scale Video Question Answering Benchmark for Complex and Professional Sports	Haopeng Li, Andong Deng, Jun Liu	2024	arxiv 2401.01505
Adapting general-purpose speech recognition engine output for domain-specific natural language question answering	C. Anantaram, Sunil Kumar Kopparapu	2017	arxiv 1710.06923
Variational Open-Domain Question Answering	Valentin Liévin, Andreas Geert Motzfeldt, Ida Riis Jensen	2022	arxiv 2210.06345
Zero-Shot Visual Question Answering	Damien Teney, Anton van den Hengel	2016	arxiv 1611.05546
PDF Retrieval Augmented Question Answering	Thi Thu Uyen Hoang, Meenakshi Rajendran, Kun Zhang	2025	arxiv 2506.18027
SearchRAG: Can Search Engines Be Helpful for LLM-based Medical Question Answering?	Yucheng Shi, Tianze Yang, Canyu Chen	2025	arxiv 2502.13233
ParaQA: A Question Answering Dataset with Paraphrase Responses for Single-Turn Conversation	Endri Kacupaj, Barshana Banerjee, Kuldeep Singh	2021	arxiv 2103.07771
I've got the "Answer"! Interpretation of LLMs Hidden States in Question Answering	Valeriya Goloviznina, Evgeny Kotelnikov	2024	arxiv 2406.02060
Jamendo-MT-QA: A Benchmark for Multi-Track Comparative Music Question Answering	Junyoung Koh, Jaeyun Lee, Soo Yong Kim	2026	arxiv 2604.09721
Multifaceted Improvements for Conversational Open-Domain Question Answering	Tingting Liang, Yixuan Jiang, Congying Xia	2022	arxiv 2204.00266
NAAQA: A Neural Architecture for Acoustic Question Answering	Jerome Abdelnour, Jean Rouat, Giampiero Salvi	2021	arxiv 2106.06147
CVQA: Culturally-diverse Multilingual Visual Question Answering Benchmark	David Romero, Chenyang Lyu, Haryo Akbarianto Wibowo	2024	arxiv 2406.05967
Question Answering for Diagram-Rich Technical Meeting Videos	Zhuoran Xu, Jia Li, Dayuan Tan	2026	arxiv 2607.10494
PerCQA: Persian Community Question Answering Dataset	Naghme Jamali, Yadollah Yaghoobzadeh, Hesham Faili	2021	arxiv 2112.13238
Interpretable Question Answering with Knowledge Graphs	Kartikeya Aneja, Manasvi Srivastava, Subhayan Das	2025	arxiv 2510.19181

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