Papers with averaging word embeddings
Leveraging distributed representations and lexico-syntactic fixedness for token-level prediction of the idiomaticity of English verb-noun combinations (P18-2)
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| Challenge: | Verb-noun combinations (VNCs) are ambiguous between literal and idiomatic usages in English. |
| Approach: | They propose and evaluate models for classifying verb-noun combinations as idiomatic or literal, based on averaging word embeddings and a variety of approaches to forming distributed representations. |
| Outcome: | The proposed model outperforms a previous model based on skip-thoughts and averaging word embeddings. |