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SOTA2 Research · papers
Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.
| 2020 |
| arxiv 2004.11861 |
| Probabilistic Assumptions Matter: Improved Models for Distantly-Supervised Document-Level Question Answering | Hao Cheng, Ming-Wei Chang, Kenton Lee | 2020 | arxiv 2005.01898 |
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| A Comprehensive Graph Framework for Question Answering with Mode-Seeking Preference Alignment | Quanwei Tang, Sophia Yat Mei Lee, Junshuang Wu | 2025 | arxiv 2506.17951 |
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| Identifying Supporting Facts for Multi-hop Question Answering with Document Graph Networks | Mokanarangan Thayaparan, Marco Valentino, Viktor Schlegel | 2019 | arxiv 1910.00290 |
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| Biomedical Question Answering via Multi-Level Summarization on a Local Knowledge Graph | Lingxiao Guan, Yuanhao Huang, Jie Liu | 2025 | arxiv 2504.01309 |
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| MIX : a Multi-task Learning Approach to Solve Open-Domain Question Answering | Sofian Chaybouti, Achraf Saghe, Aymen Shabou | 2020 | arxiv 2012.09766 |
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| SLAKE: A Semantically-Labeled Knowledge-Enhanced Dataset for Medical Visual Question Answering | Bo Liu, Li-Ming Zhan, Li Xu | 2021 | arxiv 2102.09542 |
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| Cross-language Learning with Adversarial Neural Networks: Application to Community Question Answering | Shafiq Joty, Preslav Nakov, Lluís Màrquez | 2017 | arxiv 1706.06749 |
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| Where Reasoning Diverges: Localized Multi-Agent Debate for Multi-Hop Question Answering | Weijun Gao, Xiang Ding, Haoyang Liu | 2026 | arxiv 2608.01463 |
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| Question Answering based Clinical Text Structuring Using Pre-trained Language Model | Jiahui Qiu, Yangming Zhou, Zhiyuan Ma | 2019 | arxiv 1908.06606 |
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| Benchmarking Answer Verification Methods for Question Answering-Based Summarization Evaluation Metrics | Daniel Deutsch, Dan Roth | 2022 | arxiv 2204.10206 |
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