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SOTA2 Research · papers
Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.
| IQA-EVAL: Automatic Evaluation of Human-Model Interactive Question Answering | Ruosen Li, Ruochen Li, Barry Wang | 2024 | arxiv 2408.13545 |
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| Towards Spatial Audio Understanding via Question Answering | Parthasaarathy Sudarsanam, Archontis Politis | 2025 | arxiv 2507.09195 |
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| Knowledge Authoring and Question Answering with KALM | Tiantian Gao | 2019 | arxiv 1905.00840 |
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| Open Question Answering over Tables and Text | Wenhu Chen, Ming-Wei Chang, Eva Schlinger | 2020 | arxiv 2010.10439 |
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| MPMQA: Multimodal Question Answering on Product Manuals | Liang Zhang, Anwen Hu, Jing Zhang | 2023 | arxiv 2304.09660 |
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| Question Answering Survey: Directions, Challenges, Datasets, Evaluation Matrices | Hariom A. Pandya, Brijesh S. Bhatt | 2021 | arxiv 2112.03572 |
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| Domain Adaptation for Question Answering via Question Classification | Zhenrui Yue, Huimin Zeng, Ziyi Kou | 2022 | arxiv 2209.04998 |
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| PediatricsMQA: a Multi-modal Pediatrics Question Answering Benchmark | Adil Bahaj, Oumaima Fadi, Mohamed Chetouani | 2025 | arxiv 2508.16439 |
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| Semantic Parsing for Question Answering over Knowledge Graphs | Sijia Wei, Wenwen Zhang, Qisong Li | 2023 | arxiv 2401.06772 |
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| Ontology-based question answering over corporate structured data | Sergey Gorshkov, Constantin Kondratiev, Roman Shebalov | 2021 | arxiv 2111.04507 |
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