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
Omne-R1: Learning to Reason with Memory for Multi-hop Question Answering	Boyuan Liu, Feng Ji, Jiayan Nan	2025	arxiv 2508.17330
Bayesian Data Reweighting Improves Multimodal Retrieval for Knowledge-Based Visual Question Answering	Jingchen Sun, Shaobo Han, Ruiyi Zhang	2026	arxiv 2608.02907
Direct optimization of F-measure for retrieval-based personal question answering	Rasool Fakoor, Amanjit Kainth, Siamak Shakeri	2018	arxiv 1810.00679
Conditioning LSTM Decoder and Bi-directional Attention Based Question Answering System	Heguang Liu	2019	arxiv 1905.02019
Data Augmentation for BERT Fine-Tuning in Open-Domain Question Answering	Wei Yang, Yuqing Xie, Luchen Tan	2019	arxiv 1904.06652
SemEval-2019 Task 8: Fact Checking in Community Question Answering Forums	Tsvetomila Mihaylova, Georgi Karadjov, Pepa Atanasova	2019	arxiv 1906.01727
SQUARE: Automatic Question Answering Evaluation using Multiple Positive and Negative References	Matteo Gabburo, Siddhant Garg, Rik Koncel Kedziorski	2023	arxiv 2309.12250
HypEHR: Hyperbolic Modeling of Electronic Health Records for Efficient Question Answering	Yuyu Liu, Sarang Rajendra Patil, Mengjia Xu	2026	arxiv 2604.21027
Exploiting Reasoning Chains for Multi-hop Science Question Answering	Weiwen Xu, Yang Deng, Huihui Zhang	2021	arxiv 2109.02905
Context-guided Triple Matching for Multiple Choice Question Answering	Xun Yao, Junlong Ma, Xinrong Hu