Write the bigram frequency following the new formula

This also tests for bigram frequency against unigram frequency

Bug: 6313806
Bug: 6028348
Change-Id: If7faa3559fee9f2496890f0bc0e081279e100854
This commit is contained in:
Jean Chalard 2012-05-11 19:58:21 +09:00
parent 4455fe2c89
commit f7346de94a

View file

@ -174,6 +174,7 @@ public class BinaryDictInputOutput {
private static final int MAX_CHARGROUPS_IN_A_NODE = 0x7FFF; // 32767
private static final int MAX_TERMINAL_FREQUENCY = 255;
private static final int MAX_BIGRAM_FREQUENCY = 15;
// Arbitrary limit to how much passes we consider address size compression should
// terminate in. At the time of this writing, our largest dictionary completes
@ -726,12 +727,13 @@ public class BinaryDictInputOutput {
*
* @param more whether there are more bigrams after this one.
* @param offset the offset of the bigram.
* @param bigramFrequency the frequency of the bigram, 0..15.
* @param unigramFrequency the unigram frequency of the same word.
* @param bigramFrequency the frequency of the bigram, 0..255.
* @param unigramFrequency the unigram frequency of the same word, 0..255.
* @param word the second bigram, for debugging purposes
* @return the flags
*/
private static final int makeBigramFlags(final boolean more, final int offset,
final int bigramFrequency, final int unigramFrequency) {
int bigramFrequency, final int unigramFrequency, final String word) {
int bigramFlags = (more ? FLAG_ATTRIBUTE_HAS_NEXT : 0)
+ (offset < 0 ? FLAG_ATTRIBUTE_OFFSET_NEGATIVE : 0);
switch (getByteSize(offset)) {
@ -747,7 +749,21 @@ public class BinaryDictInputOutput {
default:
throw new RuntimeException("Strange offset size");
}
bigramFlags += bigramFrequency & FLAG_ATTRIBUTE_FREQUENCY;
if (unigramFrequency > bigramFrequency) {
MakedictLog.e("Unigram freq is superior to bigram freq for \"" + word
+ "\". Bigram freq is " + bigramFrequency + ", unigram freq for "
+ word + " is " + unigramFrequency);
bigramFrequency = unigramFrequency;
}
// We compute the difference between 255 (which means probability = 1) and the
// unigram score. We split this into discrete 16 steps, and this is the value
// we store into the 4 bits of the bigrams frequency.
final float bigramRatio = (float)(bigramFrequency - unigramFrequency)
/ (MAX_TERMINAL_FREQUENCY - unigramFrequency);
// TODO: if the bigram freq is very close to the unigram frequency, we don't want
// to include the bigram in the binary dictionary at all.
final int discretizedFrequency = Math.round(bigramRatio * MAX_BIGRAM_FREQUENCY);
bigramFlags += discretizedFrequency & FLAG_ATTRIBUTE_FREQUENCY;
return bigramFlags;
}
@ -862,7 +878,7 @@ public class BinaryDictInputOutput {
++groupAddress;
final int offset = addressOfBigram - groupAddress;
int bigramFlags = makeBigramFlags(bigramIterator.hasNext(), offset,
bigram.mFrequency, unigramFrequencyForThisWord);
bigram.mFrequency, unigramFrequencyForThisWord, bigram.mWord);
buffer[index++] = (byte)bigramFlags;
final int bigramShift = writeVariableAddress(buffer, index, Math.abs(offset));
index += bigramShift;