/**
* This method creates a list of trivially HierarchicalPhrases (i.e. they're really just
* contiguous phrases, but we will want to perform some of the HierarchialPhrase operations on
* them). Sorts the positions. Adds the results to the cache.
*
* <p>The construction of more complex hierarchical phrases is handled within the prefix tree.
*
* <p>This method performs deterministic sampling, as described in Lopez (2008) p59:
*
* <blockquote>
*
* To resolve this issue, we used deterministic sampling. Whenever a source phrase occurs more
* frequently than the maximum sample size, we take our samples at uniform intervals over the set
* of locations returned by the suffix array. With this strategy in place, hypotheses receive the
* same feature weights between different runs of the decoder, the results are deterministic, and
* the MERT algorithm converges at the same rate as it does without sampling.
*
* </blockquote>
*
* @param startPositions an unsorted list of the positions in the corpus where the matched phrases
* begin
* @param pattern a contiguous phrase
* @return a list of trivially hierarchical phrases
*/
protected HierarchicalPhrases createHierarchicalPhrases(
int[] startPositions, Pattern pattern, PrefixTree prefixTree) {
if (startPositions == null) {
return HierarchicalPhrases.emptyList(prefixTree);
} else if (hierarchicalPhraseCache.containsKey(pattern)) {
return hierarchicalPhraseCache.get(pattern);
} else {
Arrays.sort(startPositions);
// int length = pattern.size();
HierarchicalPhrases hierarchicalPhrases =
new HierarchicalPhrases(pattern, startPositions, prefixTree);
// ArrayList<HierarchicalPhrase> hierarchicalPhrases = new
// ArrayList<HierarchicalPhrase>(startPositions.length);
//
// int step = //(startPositions.length<sampleSize) ? 1 : startPositions.length / sampleSize;
// 1;
// for(int i = 0; i < startPositions.length; i+=step) {
// int[] position = {startPositions[i]};
// int[] endPosition = {startPositions[i] + length};
// HierarchicalPhrase hierarchicalPhrase = new HierarchicalPhrase(pattern, position,
// endPosition, corpus, length);
// hierarchicalPhrases.add(hierarchicalPhrase);
// }
hierarchicalPhraseCache.put(pattern, hierarchicalPhrases);
return hierarchicalPhrases;
}
}
/** Caches the matching hierarchical phrases for the pattern. */
public void setMatchingPhrases(Pattern pattern, HierarchicalPhrases matchings) {
hierarchicalPhraseCache.put(pattern, matchings);
}