Abbreviation definition identification based on automatic precision estimates
نویسندگان
چکیده
منابع مشابه
Chinese Abbreviation Identification Using Abbreviation-Template
Chinese abbreviations are frequently used without being defined, which has brought much difficulty into NLP. In this study, the definition-independent abbreviation identification problem is proposed and resolved as a classification task in which abbreviation candidates are classified as either ‘abbreviation’ or ‘non-abbreviation’ according to the posterior probability. To meet our aim of identi...
متن کاملChinese Abbreviation Identification Using Abbreviation-Template Features and Context Information
Chinese abbreviations are frequently used without being defined, which has brought much difficulty into NLP. In this study, the definitionindependent abbreviation identification problem is proposed and resolved as a classification task in which abbreviation candidates are classified as either ‘abbreviation’ or ‘non-abbreviation’ according to the posterior probability. To meet our aim of identif...
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A system for automatic abbreviation expansion was developed and tested for use with an AAC device. The system blends several technologies in a process that automatically expands user generated abbreviations while additionally providing spell-checking. Using a series of heuristic rules and a statistical language model, the system combines a series of rule scores and probabilities to rank valid w...
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A number of approaches to construct a knowledge base for machines have been proposed. The Cyc project[1] manually constructed a knowledge base by using an artificial knowledge representation language. Such an approach, however, has not succeeded because of the heavy cost of construction and the difficulty in maintaining its consistency. On the other hand, there is a growing interest in approach...
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The work presented in this paper deals with the text normalization for highly inflectional languages. This paper is focused on abbreviation expansion and likewise on numerals normalization. Our text normalization system does not use any explicit parser or part-of-speech tagger and thus it can be called lightly supervised. The standard rule-based text normalization method is compared with the pr...
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ژورنال
عنوان ژورنال: BMC Bioinformatics
سال: 2008
ISSN: 1471-2105
DOI: 10.1186/1471-2105-9-402