WN18 和 WN18RR 的数据集分析

数据来源：

github：
WN18: https://github.com/villmow/datasets_knowledge_embedding
WN18RR(v1-v4): https://github.com/kkteru/grail

整体：

relation 分析

WN18 的 train.txt 的 不同的 relation type 的出现次数统计如下：

[80, '_similar_to']
[629, '_member_of_domain_usage']
[632, '_synset_domain_usage_of']
[903, '_synset_domain_region_of']
[923, '_member_of_domain_region']
[1138, '_verb_group']
[1299, '_also_see']
[2921, '_instance_hypernym']
[2935, '_instance_hyponym']
[3116, '_synset_domain_topic_of']
[3118, '_member_of_domain_topic']
[4805, '_part_of']
[4816, '_has_part']
[7382, '_member_holonym']
[7402, '_member_meronym']
[29715, '_derivationally_related_form']
[34796, '_hypernym']
[34832, '_hyponym']