Research

Papers for “question answering”

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

Title	Authors	Year	Source
Incorporating Question Answering-Based Signals into Abstractive Summarization via Salient Span Selection	Daniel Deutsch, Dan Roth	2021	arxiv 2111.07935
Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge	Peter Clark, Isaac Cowhey, Oren Etzioni	2018	arxiv 1803.05457
Sanity Check: A Strong Alignment and Information Retrieval Baseline for Question Answering	Vikas Yadav, Rebecca Sharp, Mihai Surdeanu	2018	arxiv 1807.01836
COSMO: Conditional SEQ2SEQ-based Mixture Model for Zero-Shot Commonsense Question Answering	Farhad Moghimifar, Lizhen Qu, Yue Zhuo	2020	arxiv 2011.00777
XLDA: Cross-Lingual Data Augmentation for Natural Language Inference and Question Answering	Jasdeep Singh, Bryan McCann, Nitish Shirish Keskar	2019	arxiv 1905.11471
AliMe KBQA: Question Answering over Structured Knowledge for E-commerce Customer Service	Feng-Lin Li, Weijia Chen, Qi Huang	2019	arxiv 1912.05728
Joint learning of object graph and relation graph for visual question answering	Hao Li, Xu Li, Belhal Karimi	2022	arxiv 2205.04188
Low-Resource Dense Retrieval for Open-Domain Question Answering: A Comprehensive Survey	Xiaoyu Shen, Svitlana Vakulenko, Marco del Tredici	2022	arxiv 2208.03197
Embodied Intelligence for 3D Understanding: A Survey on 3D Scene Question Answering	Zechuan Li, Hongshan Yu, Yihao Ding	2025	arxiv 2502.00342
Evaluating Robustness of LLMs in Question Answering on Multilingual Noisy OCR Data	Bhawna Piryani, Jamshid Mozafari, Abdelrahman Abdallah	2025	arxiv 2502.16781
Enhancing Scientific Visual Question Answering via Vision-Caption aware Supervised Fine-Tuning	Janak Kapuriya, Anwar Shaikh, Arnav Goel	2025	arxiv 2509.16628
STARQA: A Question Answering Dataset for Complex Analytical Reasoning over Structured Databases	Mounica Maddela, Lingjue Xie, Daniel Preotiuc-Pietro	2025	arxiv 2509.19508
MuGER$^2$: Multi-Granularity Evidence Retrieval and Reasoning for Hybrid Question Answering	Yingyao Wang, Junwei Bao, Chaoqun Duan	2022	arxiv 2210.10350
S2M: Converting Single-Turn to Multi-Turn Datasets for Conversational Question Answering	Baokui Li, Sen Zhang, Wangshu Zhang	2023	arxiv 2312.16511
Declarative Knowledge Distillation from Large Language Models for Visual Question Answering Datasets	Thomas Eiter, Jan Hadl, Nelson Higuera	2024	arxiv 2410.09428
EVQAScore: A Fine-grained Metric for Video Question Answering Data Quality Evaluation	Hao Liang, Zirong Chen, Hejun Dong	2024	arxiv 2411.06908
Efficient and Interpretable Information Retrieval for Product Question Answering with Heterogeneous Data	Biplob Biswas, Rajiv Ramnath	2024	arxiv 2405.13173
Open-Ended Medical Visual Question Answering Through Prefix Tuning of Language Models	Tom van Sonsbeek, Mohammad Mahdi Derakhshani, Ivona Najdenkoska	2023	arxiv 2303.05977
QA2Explanation: Generating and Evaluating Explanations for Question Answering Systems over Knowledge Graph	Saeedeh Shekarpour, Abhishek Nadgeri, Kuldeep Singh	2020	arxiv 2010.08323
ConvFinQA: Exploring the Chain of Numerical Reasoning in Conversational Finance Question Answering	Zhiyu Chen, Shiyang Li, Charese Smiley	2022	arxiv 2210.03849

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