Research

Papers for “question answering”

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

Title	Authors	Year	Source
HiTab: A Hierarchical Table Dataset for Question Answering and Natural Language Generation	Zhoujun Cheng, Haoyu Dong, Zhiruo Wang	2021	arxiv 2108.06712
ScholarChemQA: Unveiling the Power of Language Models in Chemical Research Question Answering	Xiuying Chen, Tairan Wang, Taicheng Guo	2024	arxiv 2407.16931
Select, Substitute, Search: A New Benchmark for Knowledge-Augmented Visual Question Answering	Aman Jain, Mayank Kothyari, Vishwajeet Kumar	2021	arxiv 2103.05568
Beyond Question-Based Biases: Assessing Multimodal Shortcut Learning in Visual Question Answering	Corentin Dancette, Remi Cadene, Damien Teney	2021	arxiv 2104.03149
Toward 3D Spatial Reasoning for Human-like Text-based Visual Question Answering	Hao Li, Jinfa Huang, Peng Jin	2022	arxiv 2209.10326
Evaluating Open-Domain Question Answering in the Era of Large Language Models	Ehsan Kamalloo, Nouha Dziri, Charles L. A. Clarke	2023	arxiv 2305.06984
Tell-and-Answer: Towards Explainable Visual Question Answering using Attributes and Captions	Qing Li, Jianlong Fu, Dongfei Yu	2018	arxiv 1801.09041
Natural Language Video Localization: A Revisit in Span-based Question Answering Framework	Hao Zhang, Aixin Sun, Wei Jing	2021	arxiv 2102.13558
Multilingual Medical Question Answering and Information Retrieval for Rural Health Intelligence Access	Vishal Vinod, Susmit Agrawal, Vipul Gaurav	2021	arxiv 2106.01251
DPRM: A Dual Implicit Process Reward Model in Multi-Hop Question Answering	Xinyi Wang, Yiping Song, Zhiliang Tian	2025	arxiv 2511.08364
STRIDE: Strategic Iterative Decision-Making for Retrieval-Augmented Multi-Hop Question Answering	Wei Chen, Lili Zhao, Zhi Zheng	2026	arxiv 2604.17405
Metacognitive Behavioral Tuning of Large Language Models for Multi-Hop Question Answering	Ik-hwan Kim, Hyeongrok Han, Mingi Jung	2026	arxiv 2602.22508
A Comparative Study of Language Models for Khmer Retrieval-Augmented Question Answering	Sereiwathna Ros, Phannet Pov, Ratanaktepi Chhor	2026	arxiv 2605.22099
A Semantic-Sampling Framework for Evaluating Calibration in Open-Ended Question Answering	Zhanliang Wang, Jiancong Xiao, Ruochen Jin	2026	arxiv 2605.08432
Attention Consistent Longitudinal Medical Visual Question Answering Guided by Vision Foundation Models	Jialin Wu, Qianru Zhang, Georges El Fakhri	2026	arxiv 2606.06534
QUBO-Optimized Evidence Selection for Retrieval-Augmented Question Answering with Unconventional Solvers	Rahul Singh, Madhav Vadlamani	2026	arxiv 2607.12334
DTW at Qur'an QA 2022: Utilising Transfer Learning with Transformers for Question Answering in a Low-resource Domain	Damith Premasiri, Tharindu Ranasinghe, Wajdi Zaghouani	2022	arxiv 2205.06025
An Empirical Study of Pre-trained Language Models in Simple Knowledge Graph Question Answering	Nan Hu, Yike Wu, Guilin Qi	2023	arxiv 2303.10368
An Attention-Based Word-Level Interaction Model: Relation Detection for Knowledge Base Question Answering	Hongzhi Zhang, Guandong Xu, Xiao Liang	2018	arxiv 1801.09893
CO-Search: COVID-19 Information Retrieval with Semantic Search, Question Answering, and Abstractive Summarization	Andre Esteva, Anuprit Kale, Romain Paulus	2020	arxiv 2006.09595

Search results