TH_WSD: Thai Word Sense Disambiguation Using Cross-Language Knowledge Sources Approach
نویسندگان
چکیده
منابع مشابه
Knowledge Sources for Word Sense Disambiguation
Two kinds of systems have been defined during the long history of WSD: principled systems that define which knowledge types are useful for WSD, and robust systems that use the information sources at hand, such as, dictionaries, light-weight ontologies or hand-tagged corpora. This paper tries to systematize the relation between desired knowledge types and actual information sources. We also comp...
متن کاملWord Sense Disambiguation using Optimised Combinations of Knowledge Sources
Word sense disambiguation algorithms, with few exceptions, have made use of only one lexical knowledge source. We describe a system which performs unrestricted word sense disambiguation (on all content words in free text) by combining different knowledge sources: semantic preferences, dictionary definitions and subject/domain codes along with part-of-speech tags. The usefulness of these sources...
متن کاملDistributional Semantics Approach to Thai Word Sense Disambiguation
Word sense disambiguation is one of the most important open problems in natural language processing applications such as information retrieval and machine translation. Many approach strategies can be employed to resolve word ambiguity with a reasonable degree of accuracy. These strategies are: knowledgebased, corpus-based, and hybrid-based. This paper pays attention to the corpus-based strategy...
متن کاملWord Sense Disambiguation Using Heterogeneous Language Resources
This paper proposes a robust method for word sense disambiguation of Japanese. We combined several classifiers using heterogeneous language resources, a machine readable dictionary and a word sense tagged corpus. According to our experimental results, our method outperformed the best single classifier for recall and applicability.
متن کاملThe Interaction of Knowledge Sources in Word Sense Disambiguation
course(2) fulfils this criterion, course is modif ied by hilly which expects a noun of type noumovable s o l i d . However , course(2) is m a r k e d a b s t r a c t , which does not comply with this restriction. Therefore, a ssuming that run is being used in its second sense leads to a si tuation in which there is no set of senses which comply wi th all the restrictions placed on them; therefo...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: International Journal of Computer Theory and Engineering
سال: 2015
ISSN: 1793-8201
DOI: 10.7763/ijcte.2015.v7.997