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Support cross-sentence relation extraction with jSRE #34

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wkiri opened this issue Jul 21, 2021 · 1 comment
Open

Support cross-sentence relation extraction with jSRE #34

wkiri opened this issue Jul 21, 2021 · 1 comment
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@wkiri
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wkiri commented Jul 21, 2021

We discussed trying a simple approach to enable jSRE to propose cross-sentence relations. Given a window parameterized by k, this approach will concatenate the current sentence +/- k sentences into a pseudo-sentence by removing terminal punctuation and adding a semi-colon, or the word "and", to join sentences together. (May also need to lower-case the first word in the concatenated sentence?)

Then, entities that are candidates for a jSRE relation can be gathered from the entire pseudo-sentence instead of just the current sentence. We are interested in comparing this approach to Yuan's cross-sentence relation extraction methods.

@wkiri wkiri changed the title Add ability to specify a window (+/- k sentences) to jSRE for cross-sentence relation extraction Support cross-sentence relation extraction with jSRE Jul 21, 2021
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wkiri commented Aug 4, 2021

One idea is to create a superclass like RelationExtractionParser to handle the "k" window argument for simple concatenation.

@stevenlujpl stevenlujpl self-assigned this Aug 9, 2021
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