Papers by Maksim Tkachenko
Searching for the X-Factor: Exploring Corpus Subjectivity for Word Embeddings (P18-1)
Copied to clipboard
| Challenge: | Existing word embedding methods for natural language processing are limited in their ability to produce dense word embeds. |
| Approach: | They propose a word embedding SentiVec which is infused with sentiment information from a lexical resource and outperforms baselines on subjectivity-sensitive tasks. |
| Outcome: | The proposed word embedding SentiVec outperforms baselines on subjectivity-sensitive tasks. |