DepWiGNN: A depth-wise graph neural network for multi-hop spatial reasoning in text
Spatial reasoning in text plays a crucial role in various real-world applications. Existing approaches for spatial reasoning typically infer spatial relations from pure text, which overlook the gap between natural language and symbolic structures. Graph neural networks (GNNs) have showcased exceptio...
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| Main Authors: | , , |
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| Format: | text |
| Language: | English |
| Published: |
Institutional Knowledge at Singapore Management University
2023
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| Subjects: | |
| Online Access: | https://ink.library.smu.edu.sg/sis_research/9119 https://ink.library.smu.edu.sg/context/sis_research/article/10122/viewcontent/2023.findings_emnlp.428.pdf |
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| Institution: | Singapore Management University |
| Language: | English |