A Roadmap Towards Practical Applications of Neurosymbolic Learning and Reasoning
ThiviyanThanapalasingam, AnnettetenTeije, Frank van Harmelen et al.
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Question-Specific Knowledge Graphs for Efficient Visual Reasoning
Recent work in visual question answering has shown that vision-language models can exhibit strong reasoning capabilities by translating visual inputs into textual representations. The effectiveness of this translation depends on how well visual details are retained; models need to surface and align both explicit and im...
Ting-Chih Chen, Emile van Krieken, Shu-Jian Yu et al.
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