Code Generation on Java Code Corpus original (test)
2.65PerplexityEntity Composite Model
Evaluation Results
| Method | Links | |
|---|---|---|
| Entity Composite ModelVocabulary Size=38,297, Dataset=original, Direction=backward2018.05 | 2.65 | |
| SLP-CoreVocabulary Size=38,297, Dataset=original2018.05 | 3.4 | |
| bLSTM with type featureVocabulary Size=38,297, Dataset=original, Direction=backward, Integration=type as simple features2018.05 | 6.11 | |
| bLSTMVocabulary Size=38,297, Dataset=original, Direction=backward2018.05 | 7.19 | |
| Entity Composite ModelVocabulary Size=38,297, Dataset=original, Direction=forward2018.05 | 12.52 | |
| fLSTM with type featureVocabulary Size=38,297, Dataset=original, Direction=forward, Integration=type as simple features2018.05 | 20.05 | |
| fLSTMVocabulary Size=38,297, Dataset=original, Direction=forward2018.05 | 21.97 |