Bilingual Embeddingswith Random Walks over Multilingual Wordnets
Table 2: Number of words and synsets in each wordnet, in ascending order.
['[EMPTY]', 'Words', 'Synsets']
Some of them have been created following the original English structure (expand approach), where the concepts are lexicalized in more than one language and the relations between concepts are kept untouched. Other wordnets have been created separately (merge approach), with different sets of concepts and relations, and a mapping to the English WordNet is provided. In the experiments (cf. All lexicalizations have been lowercased for compatibility with the corpora.