ICE-TEA: In-Context Expansion and Translation of English Abbreviations [chapter]

Waleed Ammar, Kareem Darwish, Ali El Kahki, Khaled Hafez
2011 Lecture Notes in Computer Science  
The wide use of abbreviations in modern texts poses interesting challenges and opportunities in the field of NLP. In addition to their dynamic nature, abbreviations are highly polysemous with respect to regular words. Technologies that exhibit some level of language understanding may be adversely impacted by the presence of abbreviations. This paper addresses two related problems: (1) expansion of abbreviations given a context, and (2) translation of sentences with abbreviations. First, an
more » ... ient retrieval-based method for English abbreviation expansion is presented. Then, a hybrid system is used to pick among simple abbreviation-translation methods. The hybrid system achieves an improvement of 1.48 BLEU points over the baseline MT system, using sentences that contain abbreviations as a test set.
doi:10.1007/978-3-642-19437-5_4 fatcat:ccye4ekmx5gdtgwo4rwzoqtmt4