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Showing 1 to 2 of 2 for “"text reasoning"”.
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Improved Out-of-Distribution Detection Using Segmented Images and Prompt-Only Text Reasoning
… processing of segmented images, and one in the text data domain using efficient and accessible prompt-only detection via alignment and scoring. The first approach leverages the segmented data and segmentation models to employ a multi-view method for image-based OOD detection, denoted as …
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Multimodal Representation Learning for Textual Reasoning over Knowledge Graphs
… from KGs is generally achieved through logical reasoning, but this process can be computationally expensive and has limited performance due to the large size and complexity of relationships within the KGs. Furthermore, to extend the usage of KGs to non-expert users, retrieval over them cannot …