am 7557d3c6: am bc77adef: Merge "Return the bigram frequency if available." into jb-dev
* commit '7557d3c6f3e7669fa213dbabda0f399e496b56b7': Return the bigram frequency if available.main
commit
239401745b
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@ -75,9 +75,9 @@
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<item></item>
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<!-- Modest : Suggestion whose normalized score is greater than this value
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will be subject to auto-correction. -->
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<item>0.22</item>
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<item>0.185</item>
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<!-- Aggressive -->
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<item>0.08</item>
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<item>0.067</item>
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<!-- Very Aggressive : Suggestion whose normalized score is greater than this value
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will be subject to auto-correction. -->
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<item>0</item>
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@ -520,19 +520,33 @@ inline int BinaryFormat::getWordAtAddress(const uint8_t* const root, const int a
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return 0;
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}
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// This should probably return a probability in log space.
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static inline int backoff(const int unigramFreq) {
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return unigramFreq;
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// For some reason, applying the backoff weight gives bad results in tests. To apply the
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// backoff weight, we divide the probability by 2, which in our storing format means
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// decreasing the score by 8.
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// TODO: figure out what's wrong with this.
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// return unigramFreq > 8 ? unigramFreq - 8 : (0 == unigramFreq ? 0 : 8);
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}
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// This returns a probability in log space.
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inline int BinaryFormat::getProbability(const int position, const std::map<int, int> *bigramMap,
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const uint8_t *bigramFilter, const int unigramFreq) {
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if (!bigramMap || !bigramFilter) return unigramFreq;
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if (!isInFilter(bigramFilter, position)) return unigramFreq;
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const std::map<int, int>::const_iterator bigramFreq = bigramMap->find(position);
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if (bigramFreq != bigramMap->end()) {
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// TODO: return the frequency in bigramFreq->second
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return unigramFreq;
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if (!bigramMap || !bigramFilter) return backoff(unigramFreq);
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if (!isInFilter(bigramFilter, position)) return backoff(unigramFreq);
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const std::map<int, int>::const_iterator bigramFreqIt = bigramMap->find(position);
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if (bigramFreqIt != bigramMap->end()) {
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const int bigramFreq = bigramFreqIt->second;
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// We divide the range [unigramFreq..255] in 16.5 steps - in other words, we want the
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// unigram frequency to be the median value of the 17th step from the top. A value of
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// 0 for the bigram frequency represents the middle of the 16th step from the top,
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// while a value of 15 represents the middle of the top step.
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// See makedict.BinaryDictInputOutput for details.
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const float stepSize = ((float)MAX_FREQ - unigramFreq) / (1.5f + MAX_BIGRAM_FREQ);
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return (int)(unigramFreq + bigramFreq * stepSize);
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} else {
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return unigramFreq;
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return backoff(unigramFreq);
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}
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// TODO: if the unigram frequency is used, compute the actual probability
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}
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} // namespace latinime
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@ -207,6 +207,7 @@ static inline void prof_out(void) {
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#define NEUTRAL_SCORE_SQUARED_RADIUS 8.0f
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#define HALF_SCORE_SQUARED_RADIUS 32.0f
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#define MAX_FREQ 255
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#define MAX_BIGRAM_FREQ 15
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// This must be greater than or equal to MAX_WORD_LENGTH defined in BinaryDictionary.java
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// This is only used for the size of array. Not to be used in c functions.
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@ -225,8 +226,8 @@ static inline void prof_out(void) {
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#define MULTIPLE_WORDS_DEMOTION_RATE 80
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#define MIN_INPUT_LENGTH_FOR_THREE_OR_MORE_WORDS_CORRECTION 6
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#define TWO_WORDS_CORRECTION_WITH_OTHER_ERROR_THRESHOLD 0.39
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#define START_TWO_WORDS_CORRECTION_THRESHOLD 0.22
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#define TWO_WORDS_CORRECTION_WITH_OTHER_ERROR_THRESHOLD 0.35
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#define START_TWO_WORDS_CORRECTION_THRESHOLD 0.185
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#define MAX_DEPTH_MULTIPLIER 3
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