Skip to content

Chinese entity HiExpan issues #7

@weather319

Description

@weather319

Hi jiaming,
Thanks for your idea and codes. When I run those codes in Chinese corpus, I found some issues:

  • First, Dependent syntax and part of speech seem to be unnecessary in corpus processing.

  • Second, getCombinedWeightByFeatureMap function use too much time when the featuresOfSeed size is large(the skip gram patterns size reaches hundreds of thousands of levels). So I only retained the 600 features with the highest score and standard length in "eidSkipgram2TFIDFStrength.txt" for each entity. This method reduced the run time from 30 hours to 30 minutes, but there is the possibility of reducing the accuracy of the calculation of the combinedWeight score.

  • Third, type feature is useless for Chinese, I have to use the LDA model's score instead. Now I am evaluating the effectiveness of this method.

  • At last, I didn't find the code for the Taxonomy Global Optimization section. Where can I find it?

Metadata

Metadata

Assignees

No one assigned

    Labels

    No labels
    No labels

    Projects

    No projects

    Milestone

    No milestone

    Relationships

    None yet

    Development

    No branches or pull requests

    Issue actions