/// <summary>
/// Summarizes the specified input using the specified <paramref name="sentenceDetector"/> and <paramref name="tokenizer"/>.
/// </summary>
/// <param name="input">The input string to be summarized.</param>
/// <param name="sentenceDetector">The sentence detector.</param>
/// <param name="tokenizer">The tokenizer.</param>
/// <returns>The summarized string.</returns>
/// <exception cref="System.ArgumentNullException">
/// <paramref name="sentenceDetector"/>
/// or
/// <paramref name="tokenizer"/>
/// </exception>
public string Summarize(string input, ISentenceDetector sentenceDetector, ITokenizer tokenizer)
{
if (string.IsNullOrEmpty(input))
{
return(string.Empty);
}
if (sentenceDetector == null)
{
throw new ArgumentNullException(nameof(sentenceDetector));
}
if (tokenizer == null)
{
throw new ArgumentNullException(nameof(tokenizer));
}
var doc = new Document("x-unspecified", input);
var anl = new AggregateAnalyzer {
new SentenceDetectorAnalyzer(sentenceDetector),
new TokenizerAnalyzer(tokenizer)
};
anl.Analyze(doc);
return(ProcessSummarization(doc));
}
public void LoadModels()
{
_analyzer = new AggregateAnalyzer {
@"models\en-sent.bin",
@"models\en-token.bin",
@"models\en-pos-maxent.bin"
};
}
public void Setup() {
// initialize the analyzer
analyzer = new AggregateAnalyzer {
Tests.GetFullPath("/opennlp/models/en-sent.bin"),
Tests.GetFullPath("/opennlp/models/en-token.bin"),
Tests.GetFullPath("/opennlp/models/en-ner-money.bin"), // en-ner-person don't detect Bart as a person :(
Tests.GetFullPath("/opennlp/models/en-pos-maxent.bin"),
Tests.GetFullPath("/opennlp/models/en-chunker.bin"),
Tests.GetFullPath("/opennlp/models/en-parser-chunking.bin")
};
}
public static void LoadAnalyzationData(string sent, string token, string pos, string chunker, string tags, string nouns)
{
analyzer = new AggregateAnalyzer {
sent, token, pos, chunker
};
wordStemmer = new EnglishStemmer();
tripletService = new TripletService(new ReplyTripletService(), new QuestionTripletService());
string[] lines = File.ReadAllLines(tags);
POSTagValues = JObject.Parse(lines[0]);
LowValueNouns = new List <string>(File.ReadAllLines(nouns));
}
public void Setup()
{
// initialize the analyzer
analyzer = new AggregateAnalyzer {
Tests.GetFullPath("/opennlp/models/en-sent.bin"),
Tests.GetFullPath("/opennlp/models/en-token.bin"),
Tests.GetFullPath("/opennlp/models/en-ner-money.bin"), // en-ner-person don't detect Bart as a person :(
Tests.GetFullPath("/opennlp/models/en-pos-maxent.bin"),
Tests.GetFullPath("/opennlp/models/en-chunker.bin"),
Tests.GetFullPath("/opennlp/models/en-parser-chunking.bin")
};
}
/// <summary>
/// Summarizes the specified input using the specified <paramref name="sentenceDetector"/> and <paramref name="tokenizer"/>.
/// </summary>
/// <param name="input">The input string to be summarized.</param>
/// <param name="sentenceDetector">The sentence detector.</param>
/// <param name="tokenizer">The tokenizer.</param>
/// <returns>The summarized string.</returns>
/// <exception cref="System.ArgumentNullException">
/// <paramref name="sentenceDetector"/>
/// or
/// <paramref name="tokenizer"/>
/// </exception>
public string Summarize(string input, ISentenceDetector sentenceDetector, ITokenizer tokenizer) {
if (string.IsNullOrEmpty(input))
return string.Empty;
if (sentenceDetector == null)
throw new ArgumentNullException("sentenceDetector");
if (tokenizer == null)
throw new ArgumentNullException("tokenizer");
var doc = new Document("x-unspecified", input);
var anl = new AggregateAnalyzer {
new SentenceDetectorAnalyzer(sentenceDetector),
new TokenizerAnalyzer(tokenizer)
};
anl.Analyze(doc);
return ProcessSummarization(doc);
}
