Reducing Polysemy in WordNet

نویسندگان

  • Kanjana Jiamjitvanich
  • Mikalai Yatskevich
چکیده

WordNet [4] is the lexical database for English language. A synset is a WordNet structure for storing senses of the words. Synset contains a set of synonym words and their brief description called gloss. For example, well, wellspring and fountainhead have the same meaning according to WordNet, so these three words are grouped in to one synset which is explained by a gloss "an abundant source". A known problem of WordNet is that it is too fine-grained in its sense definitions. For instance, it does not distinguish between homographs (words that have the same spelling and different meanings) and polysemes (words that have related meanings). We propose to distinguish only between polysemes within WordNet while merging all homograph synsets. The ultimate goal is to compute a more coarse-grained version of linguistic database.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Enriching WordNet Via Generative Metonymy and Creative Polysemy

Metonymy is a creative process that establishes relationships based on contiguity or semantic relatedness between concepts. We outline a mechanism for deriving new concepts from WordNet using metonymy. We argue that by exploiting polysemy in WordNet we can take advantage of the metonymic relations between concepts. The focus of our metonymy generation work has been the creation of nounnoun comp...

متن کامل

Polysemy and Category Structure in WordNet: An Evidential Approach

While polysemy is a form of ambiguity that can complicate natural language processing, it is also a rich lexical resource that yields useful insights into the mapping between words and concepts. WordNet, a comprehensive lexical knowledge-base of English word meanings, is replete with instances of polysemy, but also contains many instances of homonymy, and fails to distinguish between both kinds...

متن کامل

Lexicalised Systematic Polysemy in WordNet

This paper describes an attempt to gain more insight into the mechanisms that underlie lexicalised systematic polysemy. This phenomenon is interpreted as systematic sense combinations that are valid for more than one word. The hierarchical structure of WordNet is exploited to create a working definition of systematic polysemy and extract polysemic patterns at a level of generalisation that allo...

متن کامل

Uma proposta de representação das relações de polissemia em wordnets (A Proposal for the Representation of Polysemy Relations in Wordnets) [in Portuguese]

This research aims at representing noun polysemy so that it can be useful to wordnet bases, particularly in WordNet.Br.

متن کامل

Dense Components in the Structure of Wordnet

This paper introduces a test-pattern named a dense component for checking inconsistencies in the hierarchical structure of a wordnet. Dense component (viewed as substructure) points out the cases of regular polysemy in the context of multiple inheritance. Definition of the regular polysemy is redefined – instead of lexical units there are used lexical concepts (synsets). All dense components ar...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2009