Papers by Jean Charbonnier
Using Word Embeddings for Unsupervised Acronym Disambiguation (C18-1)
Copied to clipboard
| Challenge: | Scientific papers contain many acronyms and abbreviations. |
| Approach: | They propose a method to choose the contextual correct definition of an acronym . they learn word embeddings for all words in the corpus and compare them with weighted averages . |
| Outcome: | The proposed method outperforms (classical) cosine similarity in a set of scientific papers. |