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word sense disambiguation

Meaning of "word sense disambiguation" in the English dictionary

DICTIONARY

PRONUNCIATION OF WORD SENSE DISAMBIGUATION

wɜːd sɛns ˌdɪsæmˌbɪɡjʊˈeɪʃən


GRAMMATICAL CATEGORY OF WORD SENSE DISAMBIGUATION

noun
adjective
verb
adverb
pronoun
preposition
conjunction
determiner
exclamation
Word sense disambiguation is a noun.
A noun is a type of word the meaning of which determines reality. Nouns provide the names for all things: people, objects, sensations, feelings, etc.

WHAT DOES WORD SENSE DISAMBIGUATION MEAN IN ENGLISH?

Word-sense disambiguation

In computational linguistics, word-sense disambiguation is an open problem of natural language processing and ontology, which governs the process of identifying which sense of a word is used in a sentence, when the word has multiple meanings. The solution to this problem impacts other computer-related writing, such as discourse, improving relevance of search engines, anaphora resolution, coherence, inference et cetera. Research has progressed steadily to a point where WSD systems achieve sufficiently high levels of accuracy on a variety of word types and ambiguities. A rich variety of techniques have been researched, from dictionary-based methods that use the knowledge encoded in lexical resources, to supervised machine learning methods in which a classifier is trained for each distinct word on a corpus of manually sense-annotated examples, to completely unsupervised methods that cluster occurrences of words, thereby inducing word senses. Among these, supervised learning approaches have been the most successful algorithms to date. Current accuracy is difficult to state without a host of caveats.

Definition of word sense disambiguation in the English dictionary

The definition of word sense disambiguation in the dictionary is the process of identifying which sense of a word is being used in a particular context.

WORDS THAT RHYME WITH WORD SENSE DISAMBIGUATION

actuation · attenuation · continuation · Croatian · disambiguation · discontinuation · effectuation · evaluation · fluctuation · graduation · infatuation · menstruation · punctuation · re-evaluation · revaluation · self-evaluation · Serbo-Croatian · situation · superannuation · valuation

WORDS THAT BEGIN LIKE WORD SENSE DISAMBIGUATION

word association · word blindness · word burst · word class · word deafness · word for word · word formation · word game · word list · Word of God · word of honour · word of mouth · word order · word picture · word processing · word processor · word square · word stress · word wrap · word wrapping

WORDS THAT END LIKE WORD SENSE DISAMBIGUATION

accreditation · action · administration · animation · application · association · certification · citation · combination · communication · confirmation · conversation · corporation · creation · decoration · destination · documentation · duration · education · excitation · federation

Synonyms and antonyms of word sense disambiguation in the English dictionary of synonyms

SYNONYMS

Translation of «word sense disambiguation» into 25 languages

TRANSLATOR

TRANSLATION OF WORD SENSE DISAMBIGUATION

Find out the translation of word sense disambiguation to 25 languages with our English multilingual translator.

The translations of word sense disambiguation from English to other languages presented in this section have been obtained through automatic statistical translation; where the essential translation unit is the word «word sense disambiguation» in English.
zh

Translator English - Chinese

词义消歧
1,325 millions of speakers
es

Translator English - Spanish

palabra sentido de desambiguación
570 millions of speakers
en

English

word sense disambiguation
510 millions of speakers
hi

Translator English - Hindi

शब्द समझ बहुविकल्पी
380 millions of speakers
ar

Translator English - Arabic

كلمة توضيح المعنى
280 millions of speakers
ru

Translator English - Russian

Слово чувство неоднозначности
278 millions of speakers
pt

Translator English - Portuguese

senso palavra desambiguação
270 millions of speakers
bn

Translator English - Bengali

শব্দ অর্থে বিভ্রান্তি
260 millions of speakers
fr

Translator English - French

désambiguïsation
220 millions of speakers
ms

Translator English - Malay

Disambiguasi rasa perkataan
190 millions of speakers
de

Translator English - German

WortsinnBegriffsklärung
180 millions of speakers
ja

Translator English - Japanese

多義性解消
130 millions of speakers
ko

Translator English - Korean

단어 의미 의 명확성
85 millions of speakers
jv

Translator English - Javanese

Disambiguasi
85 millions of speakers
vi

Translator English - Vietnamese

ý nghĩa từ định hướng
80 millions of speakers
ta

Translator English - Tamil

வார்த்தை அர்த்தம் disambiguation
75 millions of speakers
mr

Translator English - Marathi

शब्दाचा अर्थ विनोद
75 millions of speakers
tr

Translator English - Turkish

Sözcük anlamda anlamsızlaştırma
70 millions of speakers
it

Translator English - Italian

parola di senso disambiguazione
65 millions of speakers
pl

Translator English - Polish

Słowo poczucie ujednoznacznienie
50 millions of speakers
uk

Translator English - Ukrainian

Слово почуття неоднозначності
40 millions of speakers
ro

Translator English - Romanian

cuvânt sens dezambiguizare
30 millions of speakers
el

Translator English - Greek

λέξη αίσθηση αποσαφήνιση
15 millions of speakers
af

Translator English - Afrikaans

woord sin disambiguation
14 millions of speakers
sv

Translator English - Swedish

ordet bemärkelse disambiguering
10 millions of speakers
no

Translator English - Norwegian

ordet forstand disambiguation
5 millions of speakers

Trends of use of word sense disambiguation

TRENDS

TENDENCIES OF USE OF THE TERM «WORD SENSE DISAMBIGUATION»

Principal search tendencies and common uses of word sense disambiguation
List of principal searches undertaken by users to access our English online dictionary and most widely used expressions with the word «word sense disambiguation».

Examples of use in the English literature, quotes and news about word sense disambiguation

EXAMPLES

10 ENGLISH BOOKS RELATING TO «WORD SENSE DISAMBIGUATION»

Discover the use of word sense disambiguation in the following bibliographical selection. Books relating to word sense disambiguation and brief extracts from same to provide context of its use in English literature.
1
Word Sense Disambiguation: Algorithms and Applications
Covers the topic of word sense disambiguation (WSD) including: the major algorithms, techniques, performance measures, results, philosophical issues, and applications. This book provides an overview of the research across the field.
Eneko Agirre, Philip Glenny Edmonds, 2007
2
Word Sense Disambiguation: The Case for Combinations of ...
This book provides an overview of the field, descriptions of novel research, accounts of previous approaches and methodologies, and an evaluation of a practical computer system that has been found to produce accurate disambiguation ...
Mark Stevenson, 2003
3
New Perspectives on Computational and Cognitive Strategies ...
The text also investigates the contribution of different knowledge sources to WSD in relation to this very intrinsic nature of words and senses.
Olivia Kwong, 2012
4
The Naïve Bayes Model for Unsupervised Word Sense ...
This book presents recent advances (from 2008 to 2012) concerning use of the Naïve Bayes model in unsupervised word sense disambiguation (WSD).While WSD, in general, has a number of important applications in various fields of artificial ...
Florentina T. Hristea, 2012
5
Maximum Entropy Model for Korean Word Sense Disambiguation
1Part of Korean National Corpus, constructed by the Ministry of Culture and Tourism of Korea since 1998.
Donghun Shin, 2009
6
Advanced Intelligent Computing Theories and Applications. ...
Word Sense Disambiguation (WSD) is usually considered to be a pattern classification to research and it has always being a key problem and one of difficult points in natural language processing. Statistical learning theory is a mainstream of ...
De-Shuang Huang, Daniel S. Levine, Donald C. Wunsch, 2008
7
Word Sense Disambiguation for Statistical Machine Translation
In this thesis, we show for the first time that lexical semantics modelling is useful in Statistical Machine Translation (SMT).
Marine Jacinthe Carpuat, 2008
8
Automatic Extraction of Examples for Word Sense Disambiguation
In the following thesis we present a memory-based word sense disambiguation system, which makes use of automatic feature selection and minimal parameter optimization.
Desislava Zhekova, 2014
9
Towards High-Performance Word Sense Disambiguation: ...
This work addresses the above two problems through combining rich linguistic knowledge and machine learning methods.
Jinying Chen, 2007
10
An Investigation of Word Sense Disambiguation for Improving ...
We perform an experiment to demonstrate the validity of the proposed model.
Matthew John Reinhard Enss, 2006

10 NEWS ITEMS WHICH INCLUDE THE TERM «WORD SENSE DISAMBIGUATION»

Find out what the national and international press are talking about and how the term word sense disambiguation is used in the context of the following news items.
1
Miller's WordNet gives AI knowledge
Choosing the correct meaning is known as word sense disambiguation. Human brains do this will apparent ease, but without a UE, how can a computer do this ... «Computerworld, Jun 15»
2
Why text analytics is so important in search
Text analytics is crucial for word sense disambiguation. Word sense disambiguation is the process of determining what meaning of a word that has multiple ... «TechRadar UK, May 14»
3
DLPI takes measures for developing Manipuri
... morphological segmentation parsing; part of speech tagging, sentence boundary disambiguation; word sense disambiguation for Manipuri grammar checker. «KanglaOnline, Nov 13»
4
PW Interview: Tal Rotbart Founder- CTO, SpringSense
PW- You claim to be the world's most accurate Word Sense Disambiguation API in a recent release. What are some of the ways you finetune your NLP libraries. «ProgrammableWeb, May 13»
5
Research to analyse social media data: IITB-Monash Academy
This process is called Word Sense Disambiguation. ... to analyze a large volume of tweets and determine trends based on the true meaning behind the words. «Times of India, Apr 13»
6
Opinion: Text Mining in the Clinic
Text mining normally requires a pre-processing phase such as spell checking, sentence splitting, word sense disambiguation, and more. In addition, contextual ... «Scientist, Apr 13»
7
Machines Will Outsmart Humans. We Better Be Ready
But we know which approaches had the biggest commercial success: search engines, speech recognition, machine translation, word sense disambiguation, and ... «Forbes, Dec 12»
8
The Language Problem: Jaguars & The Turing Test
I've led you through this rather exhaustive analysis of word sense disambiguation to make a point. Understanding language is tough. And, in many cases, it goes ... «Search Engine Land, Sep 11»
9
EDGAR Online: A Pure Play on XBRL
That is because the problem of "word sense disambiguation" is handled by XBRL's precisely defined taxonomy of financial concepts and tags. And, the ... «Seeking Alpha, Feb 11»
10
Gnoesis Develops First Universal Markup Solution for Web Content …
In addition, KODAXIL's built-in inference navigates lists of relations located in contexts, which also offer word sense disambiguation and act as namespaces, ... «PR Web, Apr 09»
REFERENCE
« EDUCALINGO. Word sense disambiguation [online]. Available <https://educalingo.com/en/dic-en/word-sense-disambiguation>. May 2024 ».
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