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SOTA2 Research · papers
Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.
| Title | Authors | Year | Source |
|---|---|---|---|
| Unsupervised Open-Domain Question Answering | Pengfei Zhu, Xiaoguang Li, Jian Li | 2021 | arxiv 2108.13817 |
| Cultures in Community Question Answering | Imrul Kayes, Nicolas Kourtellis, Daniele Quercia | 2015 | arxiv 1508.05044 |
| Integrating question answering and text-to-SQL in Portuguese | Marcos Menon José, Marcelo Archanjo José, Denis Deratani Mauá | 2022 | arxiv 2202.04048 |
| SelQA: A New Benchmark for Selection-based Question Answering | Tomasz Jurczyk, Michael Zhai, Jinho D. Choi | 2016 | arxiv 1606.08513 |
| CREPE: Open-Domain Question Answering with False Presuppositions | Xinyan Velocity Yu, Sewon Min, Luke Zettlemoyer | 2022 | arxiv 2211.17257 |
| Hierarchical Graph Network for Multi-hop Question Answering | Yuwei Fang, Siqi Sun, Zhe Gan | 2019 | arxiv 1911.03631 |
| Traffic-Domain Video Question Answering with Automatic Captioning | Ehsan Qasemi, Jonathan M. Francis, Alessandro Oltramari | 2023 | arxiv 2307.09636 |
| Coal Mining Question Answering with LLMs | Antonio Carlos Rivera, Anthony Moore, Steven Robinson | 2024 | arxiv 2410.02959 |
| Faithful Question Answering with Monte-Carlo Planning | Ruixin Hong, Hongming Zhang, Hong Zhao | 2023 | arxiv 2305.02556 |
| Question Analysis for Arabic Question Answering Systems | Waheeb Ahmed, Dr. Anto P Babu | 2017 | arxiv 1701.02925 |
| Fine-Tuning vs. RAG for Multi-Hop Question Answering with Novel Knowledge |
| Zhuoyi Yang, Yurun Song, Iftekhar Ahmed |
| 2026 |
| arxiv 2601.07054 |
| Chart Question Answering: State of the Art and Future Directions | Enamul Hoque, Parsa Kavehzadeh, Ahmed Masry | 2022 | arxiv 2205.03966 |
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| LaMP-QA: A Benchmark for Personalized Long-form Question Answering | Alireza Salemi, Hamed Zamani | 2025 | arxiv 2506.00137 |
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| A Dataset and Baselines for Visual Question Answering on Art | Noa Garcia, Chentao Ye, Zihua Liu | 2020 | arxiv 2008.12520 |
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| Towards Universal Dense Retrieval for Open-domain Question Answering | Christopher Sciavolino | 2021 | arxiv 2109.11085 |
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| The Natural Language Decathlon: Multitask Learning as Question Answering | Bryan McCann, Nitish Shirish Keskar, Caiming Xiong | 2018 | arxiv 1806.08730 |
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| Question Answering as Programming for Solving Time-Sensitive Questions | Xinyu Zhu, Cheng Yang, Bei Chen | 2023 | arxiv 2305.14221 |
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| Top K Relevant Passage Retrieval for Biomedical Question Answering | Shashank Gupta | 2023 | arxiv 2308.04028 |
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| A Semantic-based Method for Unsupervised Commonsense Question Answering | Yilin Niu, Fei Huang, Jiaming Liang | 2021 | arxiv 2105.14781 |
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| Few-Shot Data Synthesis for Open Domain Multi-Hop Question Answering | Mingda Chen, Xilun Chen, Wen-tau Yih | 2023 | arxiv 2305.13691 |
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