nuve 2.0.0
dotnet add package nuve --version 2.0.0
NuGet\Install-Package nuve -Version 2.0.0
<PackageReference Include="nuve" Version="2.0.0" />
paket add nuve --version 2.0.0
#r "nuget: nuve, 2.0.0"
// Install nuve as a Cake Addin
#addin nuget:?package=nuve&version=2.0.0
// Install nuve as a Cake Tool
#tool nuget:?package=nuve&version=2.0.0
nuve
Nuve is a Natural Language Processing Library for Turkish. Currently it supports:
- Morphologic analysis (35K word per second on a i5 2.8 GHz 64 bit machine)
- Morphologic generation
- Stemming
- Sentence (segmentation) boundary detection
- N-gram extraction
Morphologic Analysis is demonstrated here: http://nuvedemo.apphb.com
Morphologic Generation is demonstrated here: http://fiilcek.apphb.com
Use cases for the above tasks are as follows:
Morphologic Analysis and Stemming
Language tr = LanguageFactory.Create(LanguageType.Turkish);
IList<Word> solutions = tr.Analyze("yolsuzu");
foreach (var solution in solutions)
{
Console.WriteLine("\t{0}", solution);
Console.WriteLine("\toriginal:{0} stem:{1}\n",
solution.GetSurface(),
solution.GetStem().GetSurface()); //Stemming
}
Output:
yol/ISIM IY_SIFAT_sUz IC_SAHIPLIK_O_(s)U
original:yolsuzu stem:yolsuz root:yol/ISIM
yol/ISIM IY_SIFAT_sUz IC_HAL_BELIRTME_(y)U
original:yolsuzu stem:yolsuz root:yol/ISIM
####Morphologic Generation
//Method 1: Specify the ids of the morphemes that constitute the word
var word1 = tr.Generate("kitap/ISIM", "IC_COGUL_lAr", "IC_SAHIPLIK_BEN_(U)m",
"IC_HAL_BULUNMA_DA","IC_AITLIK_ki", "IC_COGUL_lAr", "IC_HAL_AYRILMA_DAn");
//Method 2: Specify the string representation of the analysis of the word.
string analysis = "kitap/ISIM IC_COGUL_lAr IC_SAHIPLIK_BEN_(U)m";
var word2 = tr.GetWord(analysis);
Console.WriteLine(word1.GetSurface());
Console.WriteLine(word2.GetSurface());
Output:
kitaplarımdakilerden
kitaplarım
Use the public bool AddSuffix(Suffix suffix, Language language)
method in order to make sure that the word is still valid (for Turkish) after adding the suffix.
Root root = tr.GetRootsHavingSurface("gel").First(); //A Turkish verb root
var word = new Word(root);
//In Turkish the plural suffix "IC_COGUL_lAr" can not be appended to verbs!
if(!word.AddSuffix(tr.GetSuffix("IC_COGUL_lAr"), tr))
{
Console.WriteLine("Adding the suffix IC_COGUL_lAr after a verb is not valid!");
Console.WriteLine(word.GetSurface()); //prints "gel"
}
####Sentence Segmentation:
var paragraph = "Prof. Dr. Ahmet Bey 1.6 oranında artış var dedi 2. kez. E-posta adresi ahmet.bilir@prof.dr imiş! Doğru mu?";
ITokenizer tokenizer = new ClassicTokenizer(true);
SentenceSegmenter segmenter = new TokenBasedSentenceSegmenter(tokenizer);
var sentences = segmenter.GetSentences(paragraph);
foreach (string sentence in sentences)
{
Console.WriteLine(sentence);
}
N-gram Extraction:
string Text1 = "I am Sam";
string Text2 = "Sam I am";
string Text3 = "I do not like green eggs and ham";
int Unigram = 1;
int Bigram = 2;
int Trigram = 3;
var corpus = new NGramDictionary(new NGramExtractor(Unigram, Trigram));
corpus.AddSequence(Text1.Split(null).ToList());
corpus.AddSequence(Text2.Split(null).ToList());
corpus.AddSequence(Text3.Split(null).ToList());
int freq = corpus.GetFrequency("I", "am");
Add to your project
The easiest way to add Nuve in to your project is [NuGet] (http://www.nuget.org/packages/Nuve/)
In Visual Studio open [Package Manager Console] (http://docs.nuget.org/docs/start-here/using-the-package-manager-console) and run the following command:
PM> Install-Package Nuve
Product | Versions Compatible and additional computed target framework versions. |
---|---|
.NET | net7.0 is compatible. net7.0-android was computed. net7.0-ios was computed. net7.0-maccatalyst was computed. net7.0-macos was computed. net7.0-tvos was computed. net7.0-windows was computed. net8.0 was computed. net8.0-android was computed. net8.0-browser was computed. net8.0-ios was computed. net8.0-maccatalyst was computed. net8.0-macos was computed. net8.0-tvos was computed. net8.0-windows was computed. |
-
net7.0
- No dependencies.
NuGet packages
This package is not used by any NuGet packages.
GitHub repositories
This package is not used by any popular GitHub repositories.
Version | Downloads | Last updated |
---|---|---|
2.0.0 | 631 | 2/21/2023 |
1.5.2 | 9,555 | 7/7/2016 |
1.5.1 | 1,578 | 2/23/2016 |
1.5.0 | 1,548 | 1/4/2016 |
1.4.1 | 1,615 | 10/19/2015 |
1.4.0 | 1,523 | 10/19/2015 |
1.3.2 | 1,518 | 7/22/2015 |
1.3.1 | 1,647 | 5/8/2015 |
1.3.0 | 1,425 | 4/1/2015 |
1.2.2 | 1,899 | 12/12/2014 |
1.2.1 | 1,600 | 12/12/2014 |
1.2.0 | 1,594 | 12/12/2014 |
1.1.2 | 1,463 | 7/19/2014 |
1.1.1 | 1,394 | 7/19/2014 |
1.1.0 | 1,411 | 7/19/2014 |
1.0.4 | 1,467 | 3/16/2014 |
1.0.3 | 1,421 | 2/23/2014 |
1.0.2 | 1,469 | 2/22/2014 |
1.0.1 | 1,486 | 2/22/2014 |
1.0.0 | 1,640 | 2/22/2014 |