public static IList <ICoreMap> ReplaceMergedUsingTokenOffsets <_T0, _T1>(IList <_T0> list, IList <_T1> matchedExprs)
where _T0 : ICoreMap
where _T1 : MatchedExpression
{
if (matchedExprs == null)
{
return(list);
}
IDictionary <int, int> tokenBeginToListIndexMap = new Dictionary <int, int>();
//Generics.newHashMap();
IDictionary <int, int> tokenEndToListIndexMap = new Dictionary <int, int>();
//Generics.newHashMap();
for (int i = 0; i < list.Count; i++)
{
ICoreMap cm = list[i];
if (cm.ContainsKey(typeof(CoreAnnotations.TokenBeginAnnotation)) && cm.ContainsKey(typeof(CoreAnnotations.TokenEndAnnotation)))
{
tokenBeginToListIndexMap[cm.Get(typeof(CoreAnnotations.TokenBeginAnnotation))] = i;
tokenEndToListIndexMap[cm.Get(typeof(CoreAnnotations.TokenEndAnnotation))] = i + 1;
}
else
{
tokenBeginToListIndexMap[i] = i;
tokenEndToListIndexMap[i + 1] = i + 1;
}
}
matchedExprs.Sort(ExprTokenOffsetComparator);
IList <ICoreMap> merged = new List <ICoreMap>(list.Count);
// Approximate size
int last = 0;
foreach (MatchedExpression expr in matchedExprs)
{
int start = expr.tokenOffsets.First();
int end = expr.tokenOffsets.Second();
int istart = tokenBeginToListIndexMap[start];
int iend = tokenEndToListIndexMap[end];
if (istart != null && iend != null)
{
if (istart >= last)
{
Sharpen.Collections.AddAll(merged, list.SubList(last, istart));
ICoreMap m = expr.GetAnnotation();
merged.Add(m);
last = iend;
}
}
}
// Add rest of elements
if (last < list.Count)
{
Sharpen.Collections.AddAll(merged, list.SubList(last, list.Count));
}
return(merged);
}
// throw e;
private Optional <string> GetPubDate(ICoreMap document)
{
//--Get Date
//(error checks)
if (!document.ContainsKey(typeof(CoreAnnotations.CalendarAnnotation)) && !document.ContainsKey(typeof(CoreAnnotations.DocDateAnnotation)))
{
throw new ArgumentException("CoreMap must have either a Calendar or DocDate annotation");
}
//not strictly necessary, technically...
//(variables)
Calendar dateCalendar = document.Get(typeof(CoreAnnotations.CalendarAnnotation));
if (dateCalendar != null)
{
//(case: calendar annotation)
return(Optional.Of(string.Format("%TF", dateCalendar)));
}
else
{
//(case: docdateannotation)
string s = document.Get(typeof(CoreAnnotations.DocDateAnnotation));
if (s != null)
{
return(Optional.Of(s));
}
}
return(Optional.Empty());
}
public virtual IList <MatchedExpression> Extract(ICoreMap annotation)
{
if (!annotation.ContainsKey(typeof(CoreAnnotations.NumerizedTokensAnnotation)))
{
IList <ICoreMap> mergedNumbers = NumberNormalizer.FindAndMergeNumbers(annotation);
annotation.Set(typeof(CoreAnnotations.NumerizedTokensAnnotation), mergedNumbers);
}
return(extractor.ExtractExpressions(annotation));
}
/// <summary>Two CoreMaps are equal iff all keys and values are .equal.</summary>
public override bool Equals(object obj)
{
if (!(obj is ICoreMap))
{
return(false);
}
if (obj is HashableCoreMap)
{
// overridden behavior for HashableCoreMap
return(obj.Equals(this));
}
if (obj is Edu.Stanford.Nlp.Util.ArrayCoreMap)
{
// specialized equals for ArrayCoreMap
return(Equals((Edu.Stanford.Nlp.Util.ArrayCoreMap)obj));
}
// TODO: make the general equality work in the situation of loops in the object graph
// general equality
ICoreMap other = (ICoreMap)obj;
if (!this.KeySet().Equals(other.KeySet()))
{
return(false);
}
foreach (Type key in this.KeySet())
{
if (!other.ContainsKey(key))
{
return(false);
}
object thisV = this.Get(key);
object otherV = other.Get(key);
if (thisV == otherV)
{
continue;
}
// the two values must be unequal, so if either is null, the other isn't
if (thisV == null || otherV == null)
{
return(false);
}
if (!thisV.Equals(otherV))
{
return(false);
}
}
return(true);
}
private bool ExtractAnnotation(ICoreMap sourceAnnotation, CoreMapAggregator aggregator)
{
Type tokensAnnotationKey = extractFunc.tokensAnnotationField;
if (chunkOffsets != null)
{
annotation = aggregator.Merge((IList <ICoreMap>)sourceAnnotation.Get(tokensAnnotationKey), chunkOffsets.GetBegin(), chunkOffsets.GetEnd());
if (sourceAnnotation.ContainsKey(typeof(CoreAnnotations.TextAnnotation)))
{
ChunkAnnotationUtils.AnnotateChunkText(annotation, sourceAnnotation);
}
if (tokenOffsets != null)
{
if (annotation.Get(typeof(CoreAnnotations.TokenBeginAnnotation)) == null)
{
annotation.Set(typeof(CoreAnnotations.TokenBeginAnnotation), tokenOffsets.GetBegin());
}
if (annotation.Get(typeof(CoreAnnotations.TokenEndAnnotation)) == null)
{
annotation.Set(typeof(CoreAnnotations.TokenEndAnnotation), tokenOffsets.GetEnd());
}
}
charOffsets = Interval.ToInterval(annotation.Get(typeof(CoreAnnotations.CharacterOffsetBeginAnnotation)), annotation.Get(typeof(CoreAnnotations.CharacterOffsetEndAnnotation)));
tokenOffsets = Interval.ToInterval(annotation.Get(typeof(CoreAnnotations.TokenBeginAnnotation)), annotation.Get(typeof(CoreAnnotations.TokenEndAnnotation)), Interval.IntervalOpenEnd);
}
else
{
int baseCharOffset = sourceAnnotation.Get(typeof(CoreAnnotations.CharacterOffsetBeginAnnotation));
if (baseCharOffset == null)
{
baseCharOffset = 0;
}
chunkOffsets = ChunkAnnotationUtils.GetChunkOffsetsUsingCharOffsets((IList <ICoreMap>)sourceAnnotation.Get(tokensAnnotationKey), charOffsets.GetBegin() + baseCharOffset, charOffsets.GetEnd() + baseCharOffset);
ICoreMap annotation2 = aggregator.Merge((IList <ICoreMap>)sourceAnnotation.Get(tokensAnnotationKey), chunkOffsets.GetBegin(), chunkOffsets.GetEnd());
annotation = ChunkAnnotationUtils.GetAnnotatedChunkUsingCharOffsets(sourceAnnotation, charOffsets.GetBegin(), charOffsets.GetEnd());
tokenOffsets = Interval.ToInterval(annotation.Get(typeof(CoreAnnotations.TokenBeginAnnotation)), annotation.Get(typeof(CoreAnnotations.TokenEndAnnotation)), Interval.IntervalOpenEnd);
annotation.Set(tokensAnnotationKey, annotation2.Get(tokensAnnotationKey));
}
text = annotation.Get(typeof(CoreAnnotations.TextAnnotation));
extractFunc.Annotate(this, (IList <ICoreMap>)annotation.Get(tokensAnnotationKey));
return(true);
}
/// <exception cref="System.IO.IOException"/>
public virtual void Annotate(ICoreMap document)
{
//--Create Input File
//(create file)
File inputFile = File.CreateTempFile("heideltime", ".input");
//(write to file)
PrintWriter inputWriter = new PrintWriter(inputFile);
inputWriter.Println(document.Get(typeof(CoreAnnotations.TextAnnotation)));
inputWriter.Close();
//--Get Date
//(error checks)
if (!document.ContainsKey(typeof(CoreAnnotations.CalendarAnnotation)) && !document.ContainsKey(typeof(CoreAnnotations.DocDateAnnotation)))
{
throw new ArgumentException("CoreMap must have either a Calendar or DocDate annotation");
}
//not strictly necessary, technically...
//(variables)
Calendar dateCalendar = document.Get(typeof(CoreAnnotations.CalendarAnnotation));
string pubDate = null;
if (dateCalendar != null)
{
//(case: calendar annotation)
pubDate = string.Format("%TF", dateCalendar);
}
else
{
//(case: docdateannotation)
string s = document.Get(typeof(CoreAnnotations.DocDateAnnotation));
if (s != null)
{
pubDate = s;
}
}
//--Build Command
List <string> args = new List <string>();
args.Add("java");
args.Add("-jar");
args.Add(this.heideltimePath.GetPath() + "/heideltime.jar");
args.Add("-c");
args.Add(this.heideltimePath.GetPath() + "/config.props");
args.Add("-l");
args.Add(this.language);
args.Add("-t");
args.Add("NEWS");
if (pubDate != null)
{
args.Add("-dct");
args.Add(pubDate);
}
args.Add(inputFile.GetPath());
// run HeidelTime on the input file
ProcessBuilder process = new ProcessBuilder(args);
StringWriter outputWriter = new StringWriter();
SystemUtils.Run(process, outputWriter, null);
string output = outputWriter.GetBuffer().ToString();
Pattern docClose = Pattern.Compile("</DOC>.*", Pattern.Dotall);
output = docClose.Matcher(output).ReplaceAll("</DOC>").ReplaceAll("<!DOCTYPE TimeML SYSTEM \"TimeML.dtd\">", string.Empty);
//TODO TimeML.dtd? FileNotFoundException if we leave it in
Pattern badNestedTimex = Pattern.Compile(Pattern.Quote("<T</TIMEX3>IMEX3"));
output = badNestedTimex.Matcher(output).ReplaceAll("</TIMEX3><TIMEX3");
Pattern badNestedTimex2 = Pattern.Compile(Pattern.Quote("<TI</TIMEX3>MEX3"));
output = badNestedTimex2.Matcher(output).ReplaceAll("</TIMEX3><TIMEX3");
//output = output.replaceAll("\\n\\n<TimeML>\\n\\n","<TimeML>");
output = output.ReplaceAll("<TimeML>", string.Empty);
// parse the HeidelTime output
IElement outputXML;
try
{
outputXML = XMLUtils.ParseElement(output);
}
catch (Exception ex)
{
throw new Exception(string.Format("error:\n%s\ninput:\n%s\noutput:\n%s", ex, IOUtils.SlurpFile(inputFile), output), ex);
}
inputFile.Delete();
// get Timex annotations
IList <ICoreMap> timexAnns = ToTimexCoreMaps(outputXML, document);
document.Set(typeof(TimeAnnotations.TimexAnnotations), timexAnns);
if (outputResults)
{
System.Console.Out.WriteLine(timexAnns);
}
// align Timex annotations to sentences
int timexIndex = 0;
foreach (ICoreMap sentence in document.Get(typeof(CoreAnnotations.SentencesAnnotation)))
{
int sentBegin = BeginOffset(sentence);
int sentEnd = EndOffset(sentence);
// skip times before the sentence
while (timexIndex < timexAnns.Count && BeginOffset(timexAnns[timexIndex]) < sentBegin)
{
++timexIndex;
}
// determine times within the sentence
int sublistBegin = timexIndex;
int sublistEnd = timexIndex;
while (timexIndex < timexAnns.Count && sentBegin <= BeginOffset(timexAnns[timexIndex]) && EndOffset(timexAnns[timexIndex]) <= sentEnd)
{
++sublistEnd;
++timexIndex;
}
// set the sentence timexes
sentence.Set(typeof(TimeAnnotations.TimexAnnotations), timexAnns.SubList(sublistBegin, sublistEnd));
}
}
/// <exception cref="System.IO.IOException"/>
public virtual void Annotate(ICoreMap document)
{
// write input file in GUTime format
IElement inputXML = ToInputXML(document);
File inputFile = File.CreateTempFile("gutime", ".input");
//Document doc = new Document(inputXML);
PrintWriter inputWriter = new PrintWriter(inputFile);
inputWriter.Println(XMLUtils.NodeToString(inputXML, false));
// new XMLOutputter().output(inputXML, inputWriter);
inputWriter.Close();
bool useFirstDate = (!document.ContainsKey(typeof(CoreAnnotations.CalendarAnnotation)) && !document.ContainsKey(typeof(CoreAnnotations.DocDateAnnotation)));
List <string> args = new List <string>();
args.Add("perl");
args.Add("-I" + this.gutimePath.GetPath());
args.Add(new File(this.gutimePath, "TimeTag.pl").GetPath());
if (useFirstDate)
{
args.Add("-FDNW");
}
args.Add(inputFile.GetPath());
// run GUTime on the input file
ProcessBuilder process = new ProcessBuilder(args);
StringWriter outputWriter = new StringWriter();
SystemUtils.Run(process, outputWriter, null);
string output = outputWriter.GetBuffer().ToString();
Pattern docClose = Pattern.Compile("</DOC>.*", Pattern.Dotall);
output = docClose.Matcher(output).ReplaceAll("</DOC>");
//The TimeTag.pl result file contains next tags which must be removed
output = output.ReplaceAll("<lex.*?>", string.Empty);
output = output.Replace("</lex>", string.Empty);
output = output.Replace("<NG>", string.Empty);
output = output.Replace("</NG>", string.Empty);
output = output.Replace("<VG>", string.Empty);
output = output.Replace("</VG>", string.Empty);
output = output.Replace("<s>", string.Empty);
output = output.Replace("</s>", string.Empty);
// parse the GUTime output
IElement outputXML;
try
{
outputXML = XMLUtils.ParseElement(output);
}
catch (Exception ex)
{
throw new Exception(string.Format("error:\n%s\ninput:\n%s\noutput:\n%s", ex, IOUtils.SlurpFile(inputFile), output), ex);
}
/*
* try {
* outputXML = new SAXBuilder().build(new StringReader(output)).getRootElement();
* } catch (JDOMException e) {
* throw new RuntimeException(String.format("error:\n%s\ninput:\n%s\noutput:\n%s",
* e, IOUtils.slurpFile(inputFile), output));
* } */
inputFile.Delete();
// get Timex annotations
IList <ICoreMap> timexAnns = ToTimexCoreMaps(outputXML, document);
document.Set(typeof(TimeAnnotations.TimexAnnotations), timexAnns);
if (outputResults)
{
System.Console.Out.WriteLine(timexAnns);
}
// align Timex annotations to sentences
int timexIndex = 0;
foreach (ICoreMap sentence in document.Get(typeof(CoreAnnotations.SentencesAnnotation)))
{
int sentBegin = BeginOffset(sentence);
int sentEnd = EndOffset(sentence);
// skip times before the sentence
while (timexIndex < timexAnns.Count && BeginOffset(timexAnns[timexIndex]) < sentBegin)
{
++timexIndex;
}
// determine times within the sentence
int sublistBegin = timexIndex;
int sublistEnd = timexIndex;
while (timexIndex < timexAnns.Count && sentBegin <= BeginOffset(timexAnns[timexIndex]) && EndOffset(timexAnns[timexIndex]) <= sentEnd)
{
++sublistEnd;
++timexIndex;
}
// set the sentence timexes
sentence.Set(typeof(TimeAnnotations.TimexAnnotations), timexAnns.SubList(sublistBegin, sublistEnd));
}
}
public virtual IList <TimeExpression> ExtractTimeExpressions(ICoreMap annotation, SUTime.Time refDate, SUTime.TimeIndex timeIndex)
{
if (!annotation.ContainsKey(typeof(CoreAnnotations.NumerizedTokensAnnotation)))
{
try
{
IList <ICoreMap> mergedNumbers = NumberNormalizer.FindAndMergeNumbers(annotation);
annotation.Set(typeof(CoreAnnotations.NumerizedTokensAnnotation), mergedNumbers);
}
catch (NumberFormatException e)
{
logger.Warn("Caught bad number: " + e.Message);
annotation.Set(typeof(CoreAnnotations.NumerizedTokensAnnotation), new List <ICoreMap>());
}
}
IList <MatchedExpression> matchedExpressions = expressionExtractor.ExtractExpressions(annotation);
IList <TimeExpression> timeExpressions = new List <TimeExpression>(matchedExpressions.Count);
foreach (MatchedExpression expr in matchedExpressions)
{
// Make sure we have the correct type (instead of just MatchedExpression)
//timeExpressions.add(TimeExpression.TimeExpressionConverter.apply(expr));
// TODO: Fix the extraction pipeline so it creates TimeExpression instead of MatchedExpressions
// For now, grab the time expression from the annotation (this is good, so we don't have duplicate copies)
TimeExpression annoTe = expr.GetAnnotation().Get(typeof(TimeExpression.Annotation));
if (annoTe != null)
{
timeExpressions.Add(annoTe);
}
}
// We cache the document date in the timeIndex
if (timeIndex.docDate == null)
{
if (refDate != null)
{
timeIndex.docDate = refDate;
}
else
{
if (options.searchForDocDate)
{
// there was no document date but option was set to look for document date
timeIndex.docDate = FindReferenceDate(timeExpressions);
}
}
}
// Didn't have a reference date - try using cached doc date
if (refDate == null)
{
refDate = timeIndex.docDate;
}
// Some resolving is done even if refDate null...
ResolveTimeExpressions(annotation, timeExpressions, refDate);
if (options.restrictToTimex3)
{
// Keep only TIMEX3 compatible timeExpressions
IList <TimeExpression> kept = new List <TimeExpression>(timeExpressions.Count);
foreach (TimeExpression te in timeExpressions)
{
if (te.GetTemporal() != null && te.GetTemporal().GetTimexValue() != null)
{
kept.Add(te);
}
else
{
IList <ICoreMap> children = te.GetAnnotation().Get(typeof(TimeExpression.ChildrenAnnotation));
if (children != null)
{
foreach (ICoreMap child in children)
{
TimeExpression childTe = child.Get(typeof(TimeExpression.Annotation));
if (childTe != null)
{
ResolveTimeExpression(annotation, childTe, refDate);
if (childTe.GetTemporal() != null && childTe.GetTemporal().GetTimexValue() != null)
{
kept.Add(childTe);
}
}
}
}
}
}
timeExpressions = kept;
}
// Add back nested time expressions for ranges....
// For now only one level of nesting...
if (options.includeNested)
{
IList <TimeExpression> nestedTimeExpressions = new List <TimeExpression>();
foreach (TimeExpression te in timeExpressions)
{
if (te.IsIncludeNested())
{
IList <ICoreMap> children = te.GetAnnotation().Get(typeof(TimeExpression.ChildrenAnnotation));
if (children != null)
{
foreach (ICoreMap child in children)
{
TimeExpression childTe = child.Get(typeof(TimeExpression.Annotation));
if (childTe != null)
{
nestedTimeExpressions.Add(childTe);
}
}
}
}
}
ResolveTimeExpressions(annotation, nestedTimeExpressions, refDate);
Sharpen.Collections.AddAll(timeExpressions, nestedTimeExpressions);
}
timeExpressions.Sort(MatchedExpression.ExprTokenOffsetsNestedFirstComparator);
// Some resolving is done even if refDate null...
ResolveTimeExpressions(annotation, timeExpressions, refDate);
return(timeExpressions);
}
/// <summary>Annotate every token for its polarity, based on the operators found.</summary>
/// <remarks>
/// Annotate every token for its polarity, based on the operators found. This function will set the
/// <see cref="PolarityAnnotation"/>
/// for every token.
/// </remarks>
/// <param name="sentence">
/// As in
/// <see cref="DoOneSentence(Edu.Stanford.Nlp.Pipeline.Annotation, Edu.Stanford.Nlp.Util.ICoreMap)"/>
/// </param>
private static void AnnotatePolarity(ICoreMap sentence)
{
// Collect all the operators in this sentence
IList <OperatorSpec> operators = new List <OperatorSpec>();
IList <CoreLabel> tokens = sentence.Get(typeof(CoreAnnotations.TokensAnnotation));
foreach (CoreLabel token in tokens)
{
OperatorSpec specOrNull = token.Get(typeof(NaturalLogicAnnotations.OperatorAnnotation));
if (specOrNull != null)
{
operators.Add(specOrNull);
}
}
// Make sure every node of the dependency tree has a polarity.
// This is separate from the code below in case the tokens in the dependency
// tree don't correspond to the tokens in the sentence. This happens at least
// when the constituency parser craps out on a long sentence, and the
// dependency tree is put together haphazardly.
if (sentence.ContainsKey(typeof(SemanticGraphCoreAnnotations.BasicDependenciesAnnotation)))
{
foreach (IndexedWord token_1 in sentence.Get(typeof(SemanticGraphCoreAnnotations.BasicDependenciesAnnotation)).VertexSet())
{
token_1.Set(typeof(NaturalLogicAnnotations.PolarityAnnotation), Polarity.Default);
}
}
if (sentence.ContainsKey(typeof(SemanticGraphCoreAnnotations.EnhancedDependenciesAnnotation)))
{
foreach (IndexedWord token_1 in sentence.Get(typeof(SemanticGraphCoreAnnotations.EnhancedDependenciesAnnotation)).VertexSet())
{
token_1.Set(typeof(NaturalLogicAnnotations.PolarityAnnotation), Polarity.Default);
}
}
if (sentence.ContainsKey(typeof(SemanticGraphCoreAnnotations.EnhancedPlusPlusDependenciesAnnotation)))
{
foreach (IndexedWord token_1 in sentence.Get(typeof(SemanticGraphCoreAnnotations.EnhancedPlusPlusDependenciesAnnotation)).VertexSet())
{
token_1.Set(typeof(NaturalLogicAnnotations.PolarityAnnotation), Polarity.Default);
}
}
// Set polarity for each token
for (int i = 0; i < tokens.Count; ++i)
{
CoreLabel token_1 = tokens[i];
// Get operators in scope
IList <Triple <int, Monotonicity, MonotonicityType> > inScope = new List <Triple <int, Monotonicity, MonotonicityType> >(4);
foreach (OperatorSpec @operator in operators)
{
if (i >= @operator.subjectBegin && i < @operator.subjectEnd)
{
inScope.Add(Triple.MakeTriple(@operator.subjectEnd - @operator.subjectBegin, @operator.instance.subjMono, @operator.instance.subjType));
}
else
{
if (i >= @operator.objectBegin && i < @operator.objectEnd)
{
inScope.Add(Triple.MakeTriple(@operator.objectEnd - @operator.objectBegin, @operator.instance.objMono, @operator.instance.objType));
}
}
}
// Sort the operators by their scope (approximated by the size of their argument span)
inScope.Sort(null);
// Create polarity
IList <Pair <Monotonicity, MonotonicityType> > info = new List <Pair <Monotonicity, MonotonicityType> >(inScope.Count);
foreach (Triple <int, Monotonicity, MonotonicityType> term in inScope)
{
info.Add(Pair.MakePair(term.second, term.third));
}
Polarity polarity = new Polarity(info);
// Set polarity
token_1.Set(typeof(NaturalLogicAnnotations.PolarityAnnotation), polarity);
}
// Set the PolarityDirectionAnnotation
foreach (CoreLabel token_2 in tokens)
{
Polarity polarity = token_2.Get(typeof(NaturalLogicAnnotations.PolarityAnnotation));
if (polarity != null)
{
if (polarity.IsUpwards())
{
token_2.Set(typeof(NaturalLogicAnnotations.PolarityDirectionAnnotation), "up");
}
else
{
if (polarity.IsDownwards())
{
token_2.Set(typeof(NaturalLogicAnnotations.PolarityDirectionAnnotation), "down");
}
else
{
token_2.Set(typeof(NaturalLogicAnnotations.PolarityDirectionAnnotation), "flat");
}
}
}
}
}
private static void AddWordInfo(Element wordInfo, ICoreMap token, int id, string curNS)
{
// store the position of this word in the sentence
wordInfo.AddAttribute(new Attribute("id", int.ToString(id)));
SetSingleElement(wordInfo, "word", curNS, token.Get(typeof(CoreAnnotations.TextAnnotation)));
SetSingleElement(wordInfo, "lemma", curNS, token.Get(typeof(CoreAnnotations.LemmaAnnotation)));
if (token.ContainsKey(typeof(CoreAnnotations.CharacterOffsetBeginAnnotation)) && token.ContainsKey(typeof(CoreAnnotations.CharacterOffsetEndAnnotation)))
{
SetSingleElement(wordInfo, "CharacterOffsetBegin", curNS, int.ToString(token.Get(typeof(CoreAnnotations.CharacterOffsetBeginAnnotation))));
SetSingleElement(wordInfo, "CharacterOffsetEnd", curNS, int.ToString(token.Get(typeof(CoreAnnotations.CharacterOffsetEndAnnotation))));
}
if (token.ContainsKey(typeof(CoreAnnotations.PartOfSpeechAnnotation)))
{
SetSingleElement(wordInfo, "POS", curNS, token.Get(typeof(CoreAnnotations.PartOfSpeechAnnotation)));
}
if (token.ContainsKey(typeof(CoreAnnotations.NamedEntityTagAnnotation)))
{
SetSingleElement(wordInfo, "NER", curNS, token.Get(typeof(CoreAnnotations.NamedEntityTagAnnotation)));
}
if (token.ContainsKey(typeof(CoreAnnotations.NormalizedNamedEntityTagAnnotation)))
{
SetSingleElement(wordInfo, "NormalizedNER", curNS, token.Get(typeof(CoreAnnotations.NormalizedNamedEntityTagAnnotation)));
}
if (token.ContainsKey(typeof(CoreAnnotations.SpeakerAnnotation)))
{
SetSingleElement(wordInfo, "Speaker", curNS, token.Get(typeof(CoreAnnotations.SpeakerAnnotation)));
}
if (token.ContainsKey(typeof(TimeAnnotations.TimexAnnotation)))
{
Timex timex = token.Get(typeof(TimeAnnotations.TimexAnnotation));
Element timexElem = new Element("Timex", curNS);
timexElem.AddAttribute(new Attribute("tid", timex.Tid()));
timexElem.AddAttribute(new Attribute("type", timex.TimexType()));
timexElem.AppendChild(timex.Value());
wordInfo.AppendChild(timexElem);
}
if (token.ContainsKey(typeof(CoreAnnotations.TrueCaseAnnotation)))
{
Element cur = new Element("TrueCase", curNS);
cur.AppendChild(token.Get(typeof(CoreAnnotations.TrueCaseAnnotation)));
wordInfo.AppendChild(cur);
}
if (token.ContainsKey(typeof(CoreAnnotations.TrueCaseTextAnnotation)))
{
Element cur = new Element("TrueCaseText", curNS);
cur.AppendChild(token.Get(typeof(CoreAnnotations.TrueCaseTextAnnotation)));
wordInfo.AppendChild(cur);
}
if (token.ContainsKey(typeof(SentimentCoreAnnotations.SentimentClass)))
{
Element cur = new Element("sentiment", curNS);
cur.AppendChild(token.Get(typeof(SentimentCoreAnnotations.SentimentClass)));
wordInfo.AppendChild(cur);
}
if (token.ContainsKey(typeof(CoreAnnotations.WikipediaEntityAnnotation)))
{
Element cur = new Element("entitylink", curNS);
cur.AppendChild(token.Get(typeof(CoreAnnotations.WikipediaEntityAnnotation)));
wordInfo.AppendChild(cur);
}
}