public Collection<LabelUnit> getRelWordLabels(Label label, JointInstance instance) {
// TODO: no relations??
Set<LabelUnit> units = new TreeSet<LabelUnit>();
boolean hasRel = false;
for (int wi = 0; wi < instance.getNumWords(); ++wi) {
int pairIdx;
if (wi < id) {
pairIdx = instance.getWordPair(wi, id);
} else if (wi > id) {
pairIdx = instance.getWordPair(id, wi);
} else {
assert wi == id;
if (params.getUseSelfRelation()) {
pairIdx = instance.getWordPair(wi, id);
} else {
continue;
}
}
if (pairIdx < label.size()) {
assert label.getLabel(pairIdx) instanceof PairLabelUnit;
if (!label.getLabel(pairIdx).isNegative()) {
PairLabelUnit pairLabelUnit = (PairLabelUnit) label.getLabel(pairIdx);
units.addAll(
params
.getPossibleLabels()
.get(pairLabelUnit.toString() + ":" + (wi < id ? "2" : "1")));
hasRel = true;
}
}
}
assert hasRel || units.size() == 0;
return units;
}
public Collection<LabelUnit> getPossibleLabels(Label label, JointInstance instance) {
int size = label.size();
Collection<LabelUnit> labels = getRelWordLabels(label, instance);
boolean hasRelation = labels.size() > 0;
if (!hasRelation) {
labels = new TreeSet<LabelUnit>(params.getPossibleLabels().get(getType()));
}
if (params.getUseGoldEntitySpan()) {
String goldPosition =
((WordLabelUnit) instance.getGoldLabel().getLabel(instance.getWord(id))).getPosition();
for (Iterator<LabelUnit> unitIt = labels.iterator(); unitIt.hasNext(); ) {
WordLabelUnit unit = (WordLabelUnit) unitIt.next();
if (!unit.getPosition().equals(goldPosition)) {
unitIt.remove();
}
}
String goldType = instance.getGoldType(label, id);
if (!goldType.equals("")) {
for (Iterator<LabelUnit> unitIt = labels.iterator(); unitIt.hasNext(); ) {
WordLabelUnit unit = (WordLabelUnit) unitIt.next();
if (!unit.getType().equals(goldType)) {
unitIt.remove();
}
}
}
}
if (id > 0) {
int prevWordIndex = instance.getWord(id - 1);
Collection<LabelUnit> relLabelUnits =
((Word) instance.getSequence().get(prevWordIndex)).getRelWordLabels(label, instance);
if (relLabelUnits.size() != 0) {
for (Iterator<LabelUnit> unitIt = labels.iterator(); unitIt.hasNext(); ) {
WordLabelUnit unit = (WordLabelUnit) unitIt.next();
if (unit.getPosition().equals(WordLabelUnit.I)
|| unit.getPosition().equals(WordLabelUnit.L)) {
unitIt.remove();
}
}
// B-*, O, U-*
}
if (prevWordIndex < size) {
assert label.getLabel(prevWordIndex) instanceof WordLabelUnit;
String position = ((WordLabelUnit) label.getLabel(prevWordIndex)).getPosition();
String type = ((WordLabelUnit) label.getLabel(prevWordIndex)).getType();
if (position.equals(WordLabelUnit.B) || position.equals(WordLabelUnit.I)) {
for (Iterator<LabelUnit> unitIt = labels.iterator(); unitIt.hasNext(); ) {
WordLabelUnit unit = (WordLabelUnit) unitIt.next();
if (!unit.getType().equals(type)
|| unit.getPosition().equals(WordLabelUnit.B)
|| unit.getPosition().equals(WordLabelUnit.U)
|| unit.getPosition().equals(WordLabelUnit.O)) {
unitIt.remove();
}
}
// I-type, L-type
} else {
for (Iterator<LabelUnit> unitIt = labels.iterator(); unitIt.hasNext(); ) {
WordLabelUnit unit = (WordLabelUnit) unitIt.next();
if (unit.getPosition().equals(WordLabelUnit.I)
|| unit.getPosition().equals(WordLabelUnit.L)) {
unitIt.remove();
}
}
// B-*, O, U-*
}
}
if (id > 1) {
int pprevWordIndex = instance.getWord(id - 2);
if (pprevWordIndex < size) {
String position = ((WordLabelUnit) label.getLabel(pprevWordIndex)).getPosition();
String type = ((WordLabelUnit) label.getLabel(pprevWordIndex)).getType();
if (position.equals(WordLabelUnit.B) || position.equals(WordLabelUnit.I)) {
for (Iterator<LabelUnit> unitIt = labels.iterator(); unitIt.hasNext(); ) {
WordLabelUnit unit = (WordLabelUnit) unitIt.next();
if ((unit.getPosition().equals(WordLabelUnit.L)
|| unit.getPosition().equals(WordLabelUnit.I))
&& !unit.getType().equals(type)) {
unitIt.remove();
}
}
// B-*, O, I-type, U-*, L-type
}
}
}
} else if (id == 0) {
for (Iterator<LabelUnit> unitIt = labels.iterator(); unitIt.hasNext(); ) {
WordLabelUnit unit = (WordLabelUnit) unitIt.next();
if (unit.getPosition().equals(WordLabelUnit.I)
|| unit.getPosition().equals(WordLabelUnit.L)) {
unitIt.remove();
}
}
// B-*, O, U-*
}
if (id < instance.getNumWords() - 1) {
int nextWordIndex = instance.getWord(id + 1);
Collection<LabelUnit> relLabelUnits =
((Word) instance.getSequence().get(nextWordIndex)).getRelWordLabels(label, instance);
if (relLabelUnits.size() != 0) {
Set<String> possibleTypes = new TreeSet<String>();
for (LabelUnit relLabelUnit : relLabelUnits) {
possibleTypes.add(((WordLabelUnit) relLabelUnit).getType());
}
for (Iterator<LabelUnit> unitIt = labels.iterator(); unitIt.hasNext(); ) {
WordLabelUnit unit = (WordLabelUnit) unitIt.next();
if ((unit.getPosition().equals(WordLabelUnit.B)
|| unit.getPosition().equals(WordLabelUnit.I))
&& !possibleTypes.contains(unit.getType())) {
unitIt.remove();
}
}
// B-TYPE, I-TYPE, L, O, U
}
if (nextWordIndex < size) {
assert label.getLabel(nextWordIndex) instanceof WordLabelUnit;
String position = ((WordLabelUnit) label.getLabel(nextWordIndex)).getPosition();
String type = ((WordLabelUnit) label.getLabel(nextWordIndex)).getType();
if (position.equals(WordLabelUnit.I) || position.equals(WordLabelUnit.L)) {
for (Iterator<LabelUnit> unitIt = labels.iterator(); unitIt.hasNext(); ) {
WordLabelUnit unit = (WordLabelUnit) unitIt.next();
if (!unit.getType().equals(type)
|| unit.getPosition().equals(WordLabelUnit.L)
|| unit.getPosition().equals(WordLabelUnit.U)
|| unit.getPosition().equals(WordLabelUnit.O)) {
unitIt.remove();
}
}
// B-type, I-type
} else {
for (Iterator<LabelUnit> unitIt = labels.iterator(); unitIt.hasNext(); ) {
WordLabelUnit unit = (WordLabelUnit) unitIt.next();
if (unit.getPosition().equals(WordLabelUnit.B)
|| unit.getPosition().equals(WordLabelUnit.I)) {
unitIt.remove();
}
}
// L-*, O, U-*
}
}
if (id < instance.getNumWords() - 2) {
int nNextWordIndex = instance.getWord(id + 2);
if (nNextWordIndex < size) {
String position = ((WordLabelUnit) label.getLabel(nNextWordIndex)).getPosition();
String type = ((WordLabelUnit) label.getLabel(nNextWordIndex)).getType();
if (position.equals(WordLabelUnit.L) || position.equals(WordLabelUnit.I)) {
// B-type, O, I-type, U-*, L-*
for (Iterator<LabelUnit> unitIt = labels.iterator(); unitIt.hasNext(); ) {
WordLabelUnit unit = (WordLabelUnit) unitIt.next();
if ((unit.getPosition().equals(WordLabelUnit.B)
|| unit.getPosition().equals(WordLabelUnit.I))
&& !unit.getType().equals(type)) {
unitIt.remove();
}
}
}
}
}
} else if (id == instance.getNumWords() - 1) {
// L-*, O, U-*
for (Iterator<LabelUnit> unitIt = labels.iterator(); unitIt.hasNext(); ) {
WordLabelUnit unit = (WordLabelUnit) unitIt.next();
if (unit.getPosition().equals(WordLabelUnit.B)
|| unit.getPosition().equals(WordLabelUnit.I)) {
unitIt.remove();
}
}
}
if (labels.size() == 0 && params.getVerbosity() > 0) {
System.out.println("rel? " + hasRelation + " , id: " + id);
System.out.println(getRelWordLabels(label, instance));
for (int i = 0; i < instance.getNumWords(); i++) {
int index = instance.getWord(i);
if (index >= size) {
System.out.print(" " + i + ":" + index + ":?");
} else {
System.out.print(
" " + i + ":" + index + ":" + ((WordLabelUnit) label.getLabel(index)).getLabel());
}
}
System.out.println();
}
assert labels.size() > 0 : id;
return labels;
}