Flair: Pretrained semantic role labeling model(s)?

Created on 28 Dec 2018  路  2Comments  路  Source: flairNLP/flair

I saw this image on LinkedIn of what looks like a very accurate semantic role labeler/tagger, and it was attributed to Flair:

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However, I can't find a semantic tagger among the pretrained tagging models; I'm only seeing NER, POS, syntactic chunking, and frame models. Is this a custom/proprietary model that's not publicly available, or am I looking in the wrong place?

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Most helpful comment

Hi @KeepingItClassy - this screenshot is from a "fashion" NER model that is currently proprietary to Zalando, so unfortunately we don't currently bundle it with the Flair release.

(But we do include general NER models such as the Ontonotes model which has a lot of classes you might find useful, as well as our frame detection model.)

Should you be interested in adding a frame-semantic parser to Flair we'd be very happy! Something like a FrameNet or PropBank parser has been on our list for a while, but we haven't yet gotten around to working on this.

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Hi @KeepingItClassy - this screenshot is from a "fashion" NER model that is currently proprietary to Zalando, so unfortunately we don't currently bundle it with the Flair release.

(But we do include general NER models such as the Ontonotes model which has a lot of classes you might find useful, as well as our frame detection model.)

Should you be interested in adding a frame-semantic parser to Flair we'd be very happy! Something like a FrameNet or PropBank parser has been on our list for a while, but we haven't yet gotten around to working on this.

@alanakbik thank you for your quick reply! I'll try to contribute a pretrained model when I get the chance.

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