Papers by Necati Bora Edizel
Misspelling Oblivious Word Embeddings (N19-1)
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Aleksandra Piktus, Necati Bora Edizel, Piotr Bojanowski, Edouard Grave, Rui Ferreira, Fabrizio Silvestri
| Challenge: | Existing word embeddings have limited applicability to malformed texts . misspellings are frequent and embeddable for words that have not been observed at training time . |
| Approach: | They propose a method to learn word embeddings that are resilient to misspellings . they use FastText with subwords to train embeddables on a new dataset . |
| Outcome: | The proposed method is tested on a publicly available dataset. |