Papers by Martin Laville
Data Selection for Bilingual Lexicon Induction from Specialized Comparable Corpora (2020.coling-main)
Copied to clipboard
| Challenge: | Narrow specialized comparable corpora are small in size, making it difficult to build efficient models to acquire translation equivalents. |
| Approach: | They propose to use Tf-Idf and cross entropy to improve bilingual lexicon induction from specialized comparable corpora by a factor of 10 . |
| Outcome: | The proposed methods improve bilingual lexicon induction by a large margin. |