SOTA2 Research · papers

Papers for “question answering”

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

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20 indexed

Title	Authors	Year	Source
EvolveRouter: Co-Evolving Routing and Prompt for Multi-Agent Question Answering	Jiatan Huang, Zheyuan Zhang, Kaiwen Shi	2026	arxiv 2604.05149
TopBench: A Benchmark for Implicit Predictive Reasoning in Tabular Question Answering	An-Yang Ji, Jun-Peng Jiang, De-Chuan Zhan	2026	arxiv 2604.28076
Polish Medical Visual Question Answering: Vision-Language Models Underutilize Visual Evidence	Jakub Pokrywka, \Lukasz Grzybowski, Antoni Lasik	2026	arxiv 2608.12928
Dependent Gated Reading for Cloze-Style Question Answering	Reza Ghaeini, Xiaoli Z. Fern, Hamed Shahbazi	2018	arxiv 1805.10528
Entity-Enriched Neural Models for Clinical Question Answering	Bhanu Pratap Singh Rawat, Wei-Hung Weng, So Yeon Min	2020	arxiv 2005.06587
PaniniQA: Enhancing Patient Education Through Interactive Question Answering	Pengshan Cai, Zonghai Yao, Fei Liu	2023	arxiv 2308.03253
Passage Segmentation of Documents for Extractive Question Answering	Zuhong Liu, Charles-Elie Simon, Fabien Caspani	2025	arxiv 2501.09940
Reciprocal Attention Fusion for Visual Question Answering	Moshiur R Farazi, Salman H Khan	2018	arxiv 1805.04247
Visual Question Answering with Prior Class Semantics	Violetta Shevchenko, Damien Teney, Anthony Dick	2020	arxiv 2005.01239
Data Augmentation for Biomedical Factoid Question Answering	Dimitris Pappas, Prodromos Malakasiotis, Ion Androutsopoulos	2022	arxiv 2204.04711