Some Suggestions on How to Improve the Lexical Semantic Knowledge-Base
نویسندگان
چکیده
Disambiguation, particularly that of lexical meanings is the key problem involved in natural language processing (NLP), and among many means of achieving this end, is to construct a language knowledge base. Nowadays, the knowledge bases established tend to be more and more advanced and fine-grained, with the function of providing the lexical information improved a lot. This paper tries to argue for the importance of constructing the lexical semantic knowledge base, as a means of increasing the amount of information stored in and the practical value of the language knowledge base. The higher aims of the language knowledge base are to identify accurately the lexical meanings in the context, to calculate the sense frequencies displayed in the text and to improve the function of updating the language information stored in the knowledge base. The issue addressed in this paper is an attempt at natural language disambiguation, which, as an essential problem, has a wide range of applications. Keyword: lexical meanings, language knowledge base, disambiguation, sense frequencies
منابع مشابه
On the Problem of Lexical Semantic Change
The article provides an insight into a problem of lexical semantic change. A short historical outline of the development of semantic studies is given. The authors analyze some of the most important stages in the history of the formation of this field. The existing approaches to dealing with form and meaning, namely semasiological and onomasiological ones are discussed. The authors consider the ...
متن کاملAutomatic Hashtag Recommendation in Social Networking and Microblogging Platforms Using a Knowledge-Intensive Content-based Approach
In social networking/microblogging environments, #tag is often used for categorizing messages and marking their key points. Also, since some social networks such as twitter apply restrictions on the number of characters in messages, #tags can serve as a useful tool for helping users express their messages. In this paper, a new knowledge-intensive content-based #tag recommendation system is intr...
متن کاملOn the Role of Derivational Processes in the Formation of Non-Taxonomic Classes of Lexical Units in Russian
The paper is focused on classes of lexical units which arise as a result of derivational processes – word formation and semantic transfers, acting either in isolation or together, on the basis of common semantic foundations that bind targets and sources of derivation. The lexical items which constitute the classes under study vary in their denotative characteristics and due to their categ...
متن کاملQuery Architecture Expansion in Web Using Fuzzy Multi Domain Ontology
Due to the increasing web, there are many challenges to establish a general framework for data mining and retrieving structured data from the Web. Creating an ontology is a step towards solving this problem. The ontology raises the main entity and the concept of any data in data mining. In this paper, we tried to propose a method for applying the "meaning" of the search system, But the problem ...
متن کاملAnnotations and inference of relations in a lexical semantic network : Applied to radiology (Annotations et inférences de relations dans un réseau lexico-sémantique: application à la radiologie) [in French]
Relations annotation and inference in a lexical-semantic network : application to radiology Domain specific ontologies are invaluable despite many challenges associated with their development. In most cases, domain knowledge bases are built with very limited scope without considering the benefits of plunging domain knowledge to a general ontology. Furthermore, most existing resources lack meta-...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
- Journal of Chinese Language and Computing
دوره 15 شماره
صفحات -
تاریخ انتشار 2005