Document Representation Learning on IMDB (train, test)
2Learning TimeSkip-thought
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Skip-thoughtHardware=Intel i7 2.2Ghz CPU, Note=Learning time refers to embedding generation for training set as model was not re-trained2017.07 | 2 | 2 | |
| Word2Vec + IDFHardware=Intel i7 2.2Ghz CPU2017.07 | 233 | 7 | |
| Denoising AutoencodersHardware=Intel i7 2.2Ghz CPU2017.07 | 323 | 7 | |
| Doc2VecCHardware=Intel i7 2.2Ghz CPU2017.07 | 430 | 7 | |
| Paragraph VectorsHardware=Intel i7 2.2Ghz CPU2017.07 | 454 | 417 |