Papers with similarity benchmarks
From Text to Lexicon: Bridging the Gap between Word Embeddings and Lexical Resources (C18-1)
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| Challenge: | Distributional word representations are omnipresent in modern NLP. |
| Approach: | They propose to combine lemmatization and part of speech (POS) typing to improve word embedding performance. |
| Outcome: | The proposed methods improve word embedding performance on verbs and verbs. |