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Benchmarks
Word Analogy on Semantic-Syntactic Word Relationship (30k words)
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81.82
Capital (Common Countries)
Doc2VecC
73.2608
75.4829
77.705
79.9271
Jul 8, 2017
Capital (Common Countries)
Capital (World)
Currency
City-in-State
Family
Gram 1 (Adj -> Adv)
Gram 2 (Opposite)
Gram 3 (Comparative)
Gram 4 (Superlative)
Gram 5 (Present Participle)
Gram 6 (Nationality Adj)
Gram 7 (Past Tense)
Gram 8 (Plural)
Gram 9 (Plural Verbs)
Updated 4d ago
Evaluation Results
Method
Method
Links
Capital (Common Countries)
Capital (World)
Currency
City-in-State
Family
Gram 1 (Adj -> Adv)
Gram 2 (Opposite)
Gram 3 (Comparative)
Gram 4 (Superlative)
Gram 5 (Present Participle)
Gram 6 (Nationality Adj)
Gram 7 (Past Tense)
Gram 8 (Plural)
Gram 9 (Plural Verbs)
Doc2VecC
Embedding size (h)=100...
2017.07
81.82
77.96
12.86
42.86
64.62
20.32
25.54
74.47
55.4
65.81
91.03
51.86
61.27
39.69
Word2Vec
Embedding size (h)=100...
2017.07
73.59
67.94
17.14
34.49
68.71
19.25
14.07
60.21
52.87
56.34
88.71
47.05
50.28
25.38
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