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courses:rg:overcoming_vocabulary_sparsity_in_mt_using_lattices [2010/11/29 23:46] ivanova |
courses:rg:overcoming_vocabulary_sparsity_in_mt_using_lattices [2010/11/29 23:48] ivanova |
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To translate rare and unknown words that are not in the dictionary the authors use 193 hand-written linguistic rules about how to cut-off affixes and get rid of inflection. The word that we get after cutting off the affix, might be in the dictionary, if not, algorithm will try to apply more rules to get a word that is in the dictionary. | To translate rare and unknown words that are not in the dictionary the authors use 193 hand-written linguistic rules about how to cut-off affixes and get rid of inflection. The word that we get after cutting off the affix, might be in the dictionary, if not, algorithm will try to apply more rules to get a word that is in the dictionary. | ||
- | There is no information in the article about how the rule is selected in case there are suitable rules for one affix. Probably they have uniform distribution of rules and they leave to a language model to choose one. | + | There is no information in the article about how the rule is selected in case there are several |