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String matching features? #2

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minhlab opened this issue Jan 19, 2017 · 3 comments
Open

String matching features? #2

minhlab opened this issue Jan 19, 2017 · 3 comments

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@minhlab
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minhlab commented Jan 19, 2017

I'm reading Clark and Manning (2016) and the list of features include "String Matching Features: Head match, exact string match, and partial string match."

I look at datasets.py but can't pinpoint where those features are implemented.

Could anybody help me?

Clark, K., & Manning, C. D. (2016). Improving Coreference Resolution by Learning Entity-Level Distributed Representations. Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 643–653. http://doi.org/10.18653/v1/P16-1061

@clarkkev
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The feature extraction is implemented in java as part of CoreNLP. You can see the feature extraction code here.

@minhlab
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minhlab commented Jan 20, 2017

I'm curious about how these features actually work. Looking at the cort analysis of CoNLL-2012 data, many mentions of the same name are not linked. For some reason, most of them are left singletons.

screen shot 2017-01-20 at 09 49 42

@kusumlata123
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hello kevin i just want to understand deep coference . could you help me to understand

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