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How to Tag Set Extension? #5

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Ian-peace opened this issue Mar 31, 2021 · 2 comments
Open

How to Tag Set Extension? #5

Ian-peace opened this issue Mar 31, 2021 · 2 comments

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@Ian-peace
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The code only from conll to wnut? How to recurrent your experiment of the Tag Set Extension? How to obtain the data of Group A、Group B、Group C?

@Ian-peace
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And in your paper, are the target domain and source domain labels the same during the period of Domain Transfer?

@yi-asapp
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yi-asapp commented Apr 7, 2021

For Tag Set Extension, we use all the OntoNotes training data as source data, and all the OntoNotes test data as target data. So for different settings, the tokens are the same, they only differ in labels.

For example, in one experiment, we mask labels in Group B&C in the OntoNotes training data, and mask labels in Group A in the OntoNotes test data. In another example, we mask labels in Group A&C in the OntoNotes training data, and mask labels in Group B in the OntoNotes test data.

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