public void StanfordCoreNlpDemoThatChangeCurrentDirectory()
{
const string Text = "Kosgi Santosh sent an email to Stanford University. He didn't get a reply.";
// Annotation pipeline configuration
var props = new Properties();
props.setProperty("annotators", "tokenize, ssplit, pos, lemma, ner, parse, dcoref");
props.setProperty("sutime.binders", "0");
// we should change current directory so StanfordCoreNLP could find all the model files
var curDir = Environment.CurrentDirectory;
Directory.SetCurrentDirectory(Config.JarRoot);
var pipeline = new edu.stanford.nlp.pipeline.StanfordCoreNLP(props);
Directory.SetCurrentDirectory(curDir);
// Annotation
var annotation = new Annotation(Text);
pipeline.annotate(annotation);
// Result - Pretty Print
using (var stream = new ByteArrayOutputStream())
{
pipeline.prettyPrint(annotation, new PrintWriter(stream));
Console.WriteLine(stream.toString());
}
this.CustomAnnotationPrint(annotation);
}
public void StanfordCoreNlpDemoThatChangeCurrentDirectory()
{
const string Text = "Kosgi Santosh sent an email to Stanford University. He didn't get a reply.";
// Annotation pipeline configuration
var props = new Properties();
props.setProperty("annotators", "tokenize, ssplit, pos, lemma, ner, parse, dcoref");
props.setProperty("sutime.binders", "0");
// we should change current directory so StanfordCoreNLP could find all the model files
var curDir = Environment.CurrentDirectory;
Directory.SetCurrentDirectory(Config.JarRoot);
var pipeline = new edu.stanford.nlp.pipeline.StanfordCoreNLP(props);
Directory.SetCurrentDirectory(curDir);
// Annotation
var annotation = new Annotation(Text);
pipeline.annotate(annotation);
// Result - Pretty Print
using (var stream = new ByteArrayOutputStream())
{
pipeline.prettyPrint(annotation, new PrintWriter(stream));
Console.WriteLine(stream.toString());
}
this.CustomAnnotationPrint(annotation);
}
public void StanfordCoreNlpDemoManualConfiguration()
{
Console.WriteLine(Environment.CurrentDirectory);
const string Text = "Kosgi Santosh sent an email to Stanford University. He didn't get a reply.";
// Annotation pipeline configuration
var props = new Properties();
props.setProperty("annotators", "tokenize, ssplit, pos, lemma, ner, parse, dcoref");
props.setProperty("pos.model", Config.GetModel(@"pos-tagger\english-bidirectional\english-bidirectional-distsim.tagger"));
props.setProperty("ner.model", Config.GetModel(@"ner\english.all.3class.distsim.crf.ser.gz"));
props.setProperty("parse.model", Config.GetModel(@"lexparser\englishPCFG.ser.gz"));
props.setProperty("dcoref.demonym", Config.GetModel(@"dcoref\demonyms.txt"));
props.setProperty("dcoref.states", Config.GetModel(@"dcoref\state-abbreviations.txt"));
props.setProperty("dcoref.animate", Config.GetModel(@"dcoref\animate.unigrams.txt"));
props.setProperty("dcoref.inanimate", Config.GetModel(@"dcoref\inanimate.unigrams.txt"));
props.setProperty("dcoref.male", Config.GetModel(@"dcoref\male.unigrams.txt"));
props.setProperty("dcoref.neutral", Config.GetModel(@"dcoref\neutral.unigrams.txt"));
props.setProperty("dcoref.female", Config.GetModel(@"dcoref\female.unigrams.txt"));
props.setProperty("dcoref.plural", Config.GetModel(@"dcoref\plural.unigrams.txt"));
props.setProperty("dcoref.singular", Config.GetModel(@"dcoref\singular.unigrams.txt"));
props.setProperty("dcoref.countries", Config.GetModel(@"dcoref\countries"));
props.setProperty("dcoref.extra.gender", Config.GetModel(@"dcoref\namegender.combine.txt"));
props.setProperty("dcoref.states.provinces", Config.GetModel(@"dcoref\statesandprovinces"));
props.setProperty("dcoref.singleton.predictor", Config.GetModel(@"dcoref\singleton.predictor.ser"));
props.setProperty("dcoref.big.gender.number", Config.GetModel(@"dcoref\gender.data.gz"));
var sutimeRules = new[] {
Config.GetModel(@"sutime\defs.sutime.txt"),
Config.GetModel(@"sutime\english.holidays.sutime.txt"),
Config.GetModel(@"sutime\english.sutime.txt")
};
props.setProperty("sutime.rules", String.Join(",", sutimeRules));
props.setProperty("sutime.binders", "0");
var pipeline = new edu.stanford.nlp.pipeline.StanfordCoreNLP(props);
// Annotation
var annotation = new Annotation(Text);
pipeline.annotate(annotation);
// Result - Pretty Print
using (var stream = new ByteArrayOutputStream())
{
pipeline.prettyPrint(annotation, new PrintWriter(stream));
Console.WriteLine(stream.toString());
}
this.CustomAnnotationPrint(annotation);
}
private void button1_Click(object sender, EventArgs e)
{
text = InputText.Text.ToString();
option = OutputType.Text.ToString();
if (text != "")
{
PWF = new PleaseWaitForm();
PWF.Show();
this.Visible = false;
var annotation = new Annotation(text);
pipeline.annotate(annotation);
using (var stream = new ByteArrayOutputStream())
{
if (option == "Pretty")
{
pipeline.prettyPrint(annotation, new PrintWriter(stream));
}
else if (option == "Json")
{
pipeline.jsonPrint(annotation, new PrintWriter(stream));
}
else if (option == "XML")
{
pipeline.xmlPrint(annotation, new PrintWriter(stream));
}
else if (option == "Conll")
{
pipeline.conllPrint(annotation, new PrintWriter(stream));
}
else
{
pipeline.conllPrint(annotation, new PrintWriter(stream));
}
OutputText.Text = stream.ToString();
stream.close();
}
PWF.Close();
this.Visible = true;
}
}
public void StanfordCoreNlpDemoManualConfiguration()
{
Console.WriteLine(Environment.CurrentDirectory);
const string Text = "Kosgi Santosh sent an email to Stanford University. He didn't get a reply.";
// Annotation pipeline configuration
var props = new Properties();
props.setProperty("annotators", "tokenize, ssplit, pos, lemma, ner, parse, dcoref");
props.setProperty("pos.model", Config.GetModel(@"pos-tagger\english-bidirectional\english-bidirectional-distsim.tagger"));
props.setProperty("ner.model", Config.GetModel(@"ner\english.all.3class.distsim.crf.ser.gz"));
props.setProperty("parse.model", Config.GetModel(@"lexparser\englishPCFG.ser.gz"));
props.setProperty("dcoref.demonym", Config.GetModel(@"dcoref\demonyms.txt"));
props.setProperty("dcoref.states", Config.GetModel(@"dcoref\state-abbreviations.txt"));
props.setProperty("dcoref.animate", Config.GetModel(@"dcoref\animate.unigrams.txt"));
props.setProperty("dcoref.inanimate", Config.GetModel(@"dcoref\inanimate.unigrams.txt"));
props.setProperty("dcoref.male", Config.GetModel(@"dcoref\male.unigrams.txt"));
props.setProperty("dcoref.neutral", Config.GetModel(@"dcoref\neutral.unigrams.txt"));
props.setProperty("dcoref.female", Config.GetModel(@"dcoref\female.unigrams.txt"));
props.setProperty("dcoref.plural", Config.GetModel(@"dcoref\plural.unigrams.txt"));
props.setProperty("dcoref.singular", Config.GetModel(@"dcoref\singular.unigrams.txt"));
props.setProperty("dcoref.countries", Config.GetModel(@"dcoref\countries"));
props.setProperty("dcoref.extra.gender", Config.GetModel(@"dcoref\namegender.combine.txt"));
props.setProperty("dcoref.states.provinces", Config.GetModel(@"dcoref\statesandprovinces"));
props.setProperty("dcoref.singleton.predictor", Config.GetModel(@"dcoref\singleton.predictor.ser"));
props.setProperty("dcoref.big.gender.number", Config.GetModel(@"dcoref\gender.data.gz"));
var sutimeRules = new[] {
Config.GetModel(@"sutime\defs.sutime.txt"),
Config.GetModel(@"sutime\english.holidays.sutime.txt"),
Config.GetModel(@"sutime\english.sutime.txt")
};
props.setProperty("sutime.rules", String.Join(",", sutimeRules));
props.setProperty("sutime.binders", "0");
var pipeline = new edu.stanford.nlp.pipeline.StanfordCoreNLP(props);
// Annotation
var annotation = new Annotation(Text);
pipeline.annotate(annotation);
// Result - Pretty Print
using (var stream = new ByteArrayOutputStream())
{
pipeline.prettyPrint(annotation, new PrintWriter(stream));
Console.WriteLine(stream.toString());
}
this.CustomAnnotationPrint(annotation);
}
