Papers by Alain Tapp
Towards Lossless Encoding of Sentences (P19-1)
Copied to clipboard
| Challenge: | Existing methods for encoding text into lossless representations focus on performing well on downstream tasks and are unable to reconstruct original sequence from learned embedding. |
| Approach: | They propose a lossless method for encoding long sequences of texts into feature rich representations by recursive autoencoding. |
| Outcome: | The proposed method performs well on sentiment analysis and sentiment classification tasks. |