public TaggerLSTM(
final DeepTagger tagger,
final double beta,
final int maxTagsPerWord,
final CutoffsDictionaryInterface cutoffs)
throws IOException {
super(
cutoffs,
beta,
tagger.getTags().stream().map(Category::valueOf).collect(Collectors.toList()),
maxTagsPerWord);
this.tagger = tagger;
}
@Override
public List<List<ScoredCategory>> tag(final List<InputWord> words) {
final List<String> input =
words.stream().map(x -> translateBrackets(x.word)).collect(Collectors.toList());
final float[][] scores = tagger.tag(input);
final List<List<ScoredCategory>> result = new ArrayList<>();
for (int i = 0; i < input.size(); i++) {
final List<ScoredCategory> tagsForWord = getTagsForWord(scores[i]);
result.add(tagsForWord);
}
return result;
}
private static DeepTagger makeDeepTagger(final File modelFolder) throws IOException {
// Apparently this is the easiest way to set the library path in code...
System.setProperty("java.library.path", "lib");
Field fieldSysPath;
try {
fieldSysPath = ClassLoader.class.getDeclaredField("sys_paths");
fieldSysPath.setAccessible(true);
fieldSysPath.set(null, null);
} catch (NoSuchFieldException
| SecurityException
| IllegalArgumentException
| IllegalAccessException e) {
throw new RuntimeException(e);
}
return DeepTagger.make(modelFolder);
}