Evaluation of Machine Translation Based on Semantic Dependencies and Keywords

arXiv:2404.14443v1 Announce Type: new
Abstract: In view of the fact that most of the existing machine translation evaluation algorithms only consider the lexical and syntactic information, but ignore the deep semantic information contained in the sentence, this paper proposes a computational method for evaluating the semantic correctness of machine translations based on reference translations and incorporating semantic dependencies and sentence keyword information. Use the language technology platform developed by the Social Computing and Information Retrieval Research Center of Harbin Institute …

abstract algorithms arxiv computational cs.ai cs.cl dependencies evaluation information keywords machine machine translation paper semantic translation translations type view