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I wonder the same thing. Many languages are far better at making precise statements due to stricter and more complex grammar. The reduction in ambiguity could h
by qayxc 4y ago
I wonder the same thing. Many languages are far better at making precise statements due to stricter and more complex grammar. The reduction in ambiguity could help models perform better.
Then there's also the problem of labelling training data. Most of the labelling and annotating is outsourced to countries with cheap labour and performed by non-native speakers, which leads to problems with mis-labelled training data.
- visarga 4y agoDallE is trained on web scraped data, there is no manual labelling taking place except maybe to filter out some types of content. A few years ago we were training captioning models on manually labelled datasets (such as COCO captions), but the they were small and models were not too general.