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Code Generation on Java Code Corpus original (test)
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2.65
Perplexity
Entity Composite Model
1.8772
7.0936
12.31
17.5264
May 13, 2018
Perplexity
Updated 5mo ago
Evaluation Results
Method
Method
Links
Perplexity
Entity Composite Model
Vocabulary Size=38,297...
2018.05
2.65
SLP-Core
Vocabulary Size=38,297...
2018.05
3.4
bLSTM with type feature
Vocabulary Size=38,297...
2018.05
6.11
bLSTM
Vocabulary Size=38,297...
2018.05
7.19
Entity Composite Model
Vocabulary Size=38,297...
2018.05
12.52
fLSTM with type feature
Vocabulary Size=38,297...
2018.05
20.05
fLSTM
Vocabulary Size=38,297...
2018.05
21.97
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