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SOTA2 Research · papers
Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.
| Shiwei Wu, Chen Zhang, Yan Gao |
| 2024 |
| arxiv 2410.00526 |
| Retrieve, Summarize, Plan: Advancing Multi-hop Question Answering with an Iterative Approach | Zhouyu Jiang, Mengshu Sun, Lei Liang | 2024 | arxiv 2407.13101 |
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| Show, Ask, Attend, and Answer: A Strong Baseline For Visual Question Answering | Vahid Kazemi, Ali Elqursh | 2017 | arxiv 1704.03162 |
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| Conversational Question Answering over Knowledge Graphs with Transformer and Graph Attention Networks | Endri Kacupaj, Joan Plepi, Kuldeep Singh | 2021 | arxiv 2104.01569 |
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| CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering | Yuren Mao, Wenyi Xu, Yuyang Qin | 2025 | arxiv 2505.16229 |
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| RECIPER: A Dual-View Retrieval Pipeline for Procedure-Oriented Materials Question Answering | Zhuoyu Wu, Wenhui Ou, Pei-Sze Tan | 2026 | arxiv 2604.11229 |
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| A Benchmark to Understand the Role of Knowledge Graphs on Large Language Model's Accuracy for Question Answering on Enterprise SQL Databases | Juan Sequeda, Dean Allemang, Bryon Jacob | 2023 | arxiv 2311.07509 |
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| Video as Conditional Graph Hierarchy for Multi-Granular Question Answering | Junbin Xiao, Angela Yao, Zhiyuan Liu | 2021 | arxiv 2112.06197 |
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| Abductive Reasoning as Self-Supervision for Common Sense Question Answering | Sathyanarayanan N. Aakur, Sudeep Sarkar | 2019 | arxiv 1909.03099 |
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| Improving Question Answering Model Robustness with Synthetic Adversarial Data Generation | Max Bartolo, Tristan Thrush, Robin Jia | 2021 | arxiv 2104.08678 |
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| EfficientEQA: An Efficient Approach to Open-Vocabulary Embodied Question Answering | Kai Cheng, Zhengyuan Li, Xingpeng Sun | 2024 | arxiv 2410.20263 |
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