zhuang-li / FactualSceneGraph

FACTUAL benchmark dataset, the pre-trained textual scene graph parser trained on FACTUAL.
https://arxiv.org/pdf/2305.17497.pdf
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How about restoring Noun and Adj #2

Closed ZhaoyangLi-nju closed 1 year ago

ZhaoyangLi-nju commented 1 year ago

when Input "dogs wear bags"

how to get [ dog, wear, bag ] instead of dogs and bags

zhuang-li commented 1 year ago

To address this, I believe you should handle the lemmatization yourself, as we consider the plural form of a noun to be an important feature. For instance, 'dogs' could be represented in an image by either a single bounding box that encompasses multiple dogs or by multiple bounding boxes, each containing a single dog. In contrast, the term 'dog' unambiguously represents just one bounding box. Therefore, the bounding box representations for 'dogs' and 'dog' differ significantly.

ZhaoyangLi-nju commented 1 year ago

Thanks for your reply, I got it