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SOTA2 Research · papers
Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.
| Santhosh Thottingal |
| 2025 |
| arxiv 2501.11301 |
| Injecting Numerical Reasoning Skills into Knowledge Base Question Answering Models | Yu Feng, Jing Zhang, Xiaokang Zhang | 2021 | arxiv 2112.06109 |
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| MultiReQA: A Cross-Domain Evaluation for Retrieval Question Answering Models | Mandy Guo, Yinfei Yang, Daniel Cer | 2020 | arxiv 2005.02507 |
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| Contextualized Sparse Representations for Real-Time Open-Domain Question Answering | Jinhyuk Lee, Minjoon Seo, Hannaneh Hajishirzi | 2019 | arxiv 1911.02896 |
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| MizanQA: Benchmarking Large Language Models on Moroccan Legal Question Answering | Adil Bahaj, Mounir Ghogho | 2025 | arxiv 2508.16357 |
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| Hierarchical Vision-Language Reasoning for Multimodal Multiple-Choice Question Answering | Ao Zhou, Zebo Gu, Tenghao Sun | 2025 | arxiv 2508.16148 |
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| HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering | Zhilin Yang, Peng Qi, Saizheng Zhang | 2018 | arxiv 1809.09600 |
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| Cross-Lingual Open-Domain Question Answering with Answer Sentence Generation | Benjamin Muller, Luca Soldaini, Rik Koncel-Kedziorski | 2021 | arxiv 2110.07150 |
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| Mixture of Demonstrations for Textual Graph Understanding and Question Answering | Yukun Wu, Lihui Liu | 2026 | arxiv 2603.23554 |
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| Bridging the Knowledge Gap: Enhancing Question Answering with World and Domain Knowledge | Travis R. Goodwin, Dina Demner-Fushman | 2019 | arxiv 1910.07429 |
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| Zero-Shot and Few-Shot Video Question Answering with Multi-Modal Prompts | Deniz Engin, Yannis Avrithis | 2023 | arxiv 2309.15915 |
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