在"英语"词典里word sense disambiguation}的意思

在英语中WORD SENSE DISAMBIGUATION的发音

word sense disambiguation  [wɜːd sɛns ˌdɪsæmˌbɪɡjʊˈeɪʃən]

WORD SENSE DISAMBIGUATION在英语中的意思是什么？

词义消歧

Word-sense disambiguation

在计算语言学中，词义消歧是自然语言处理和本体论的一个开放性问题，它决定了当单词具有多重含义时，识别句子中使用某种单词的意义的过程。 这个问题的解决方案会影响其他计算机相关的写作，例如话语，提高搜索引擎的相关性，缩略词解析，连贯性，推理等。 研究进展稳步，WSD系统在各种词类型和模糊度上达到足够高的准确度水平。 已经研究了各种各样的技术，从使用词汇资源编码的知识的基于字典的方法到监督的机器学习方法，其中针对手动感测注释示例的语料库上的每个不同词训练分类器，以完全 无监督的方法聚集了词的出现，从而引起单词感觉。 其中，监督学习方法是迄今为止最成功的算法。 如果没有大量警告，目前的准确性很难说明。

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.

在英语 词典里word sense disambiguation的定义

字典中的词义消歧的定义是识别在特定语境中正在使用哪个词的意义的过程。

WORD SENSE DISAMBIGUATION的翻译

通过我们的英语多语言翻译器,找到word sense disambiguation的25种语言翻译

该章节所呈现的将word sense disambiguation由 英语向其他语言的翻译是通过自动统计翻译获得的；在英语中基本的翻译单位是单词«word sense disambiguation»。

• 翻译者英语 - 中文: 词义消歧
• 翻译者英语 - 西班牙语: palabra sentido de desambiguación
• 英语: word sense disambiguation
• 翻译者英语 - 印地语: शब्द समझ बहुविकल्पी
• 翻译者英语 - 阿拉伯语: كلمة توضيح المعنى
• 翻译者英语 - 俄语: Слово чувство неоднозначности
• 翻译者英语 - 葡萄牙语: senso palavra desambiguação
• 翻译者英语 - 孟加拉语: শব্দ অর্থে বিভ্রান্তি
• 翻译者英语 - 法语: désambiguïsation
• 翻译者英语 - 马来语: Disambiguasi rasa perkataan
• 翻译者英语 - 德语: WortsinnBegriffsklärung
• 翻译者英语 - 日语: 多義性解消
• 翻译者英语 - 韩语: 단어 의미 의 명확성
• 翻译者英语 - 印尼爪哇语: Disambiguasi
• 翻译者英语 - 越南语: ý nghĩa từ định hướng
• 翻译者英语 - 泰米尔语: வார்த்தை அர்த்தம் disambiguation
• 翻译者英语 - 马拉地语: शब्दाचा अर्थ विनोद
• 翻译者英语 - 土耳其语: Sözcük anlamda anlamsızlaştırma
• 翻译者英语 - 意大利语: parola di senso disambiguazione
• 翻译者英语 - 波兰语: Słowo poczucie ujednoznacznienie
• 翻译者英语 - 乌克兰语: Слово почуття неоднозначності
• 翻译者英语 - 罗马尼亚语: cuvânt sens dezambiguizare
• 翻译者英语 - 希腊语: λέξη αίσθηση αποσαφήνιση
• 翻译者英语 - 布尔语(南非荷兰语): woord sin disambiguation
• 翻译者英语 - 瑞典语: ordet bemärkelse disambiguering
• 翻译者英语 - 挪威语: ordet forstand disambiguation

与 «WORD SENSE DISAMBIGUATION»相关的英语书籍

在以下的参考文献中发现word sense disambiguation的用法。与word sense disambiguation相关的书籍以及同一来源的简短摘要提供其在 英语文献中的使用情境。

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

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

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

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

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

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

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

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

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

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

包含词语«WORD SENSE DISAMBIGUATION»的新条目

找出国内和国际出版社所讨论的内容，以及词语word sense disambiguation在以下新条目的上下文中是如何使用的。

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, 六月 15»

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, 五月 14»

DLPI takes measures for developing Manipuri

... morphological segmentation parsing; part of speech tagging, sentence boundary disambiguation; word sense disambiguation for Manipuri grammar checker. «KanglaOnline, 十一月 13»

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, 五月 13»

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, 四月 13»

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, 四月 13»

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, 十二月 12»

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, 九月 11»

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, 二月 11»

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, 四月 09»