Merge "Support terminal insertion error correction"
commit
ea2ab41c4f
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@ -381,6 +381,7 @@ typedef enum {
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CT_TRANSPOSITION,
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CT_COMPLETION,
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CT_TERMINAL,
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CT_TERMINAL_INSERTION,
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// Create new word with space omission
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CT_NEW_WORD_SPACE_OMITTION,
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// Create new word with space substitution
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@ -31,6 +31,7 @@
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#define PROF_TRANSPOSITION(profiler) profiler.profTransposition()
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#define PROF_NEARESTKEY(profiler) profiler.profNearestKey()
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#define PROF_TERMINAL(profiler) profiler.profTerminal()
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#define PROF_TERMINAL_INSERTION(profiler) profiler.profTerminalInsertion()
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#define PROF_NEW_WORD(profiler) profiler.profNewWord()
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#define PROF_NEW_WORD_BIGRAM(profiler) profiler.profNewWordBigram()
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#define PROF_NODE_RESET(profiler) profiler.reset()
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@ -47,6 +48,7 @@
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#define PROF_TRANSPOSITION(profiler)
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#define PROF_NEARESTKEY(profiler)
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#define PROF_TERMINAL(profiler)
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#define PROF_TERMINAL_INSERTION(profiler)
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#define PROF_NEW_WORD(profiler)
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#define PROF_NEW_WORD_BIGRAM(profiler)
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#define PROF_NODE_RESET(profiler)
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@ -62,7 +64,7 @@ class DicNodeProfiler {
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: mProfOmission(0), mProfInsertion(0), mProfTransposition(0),
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mProfAdditionalProximity(0), mProfSubstitution(0),
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mProfSpaceSubstitution(0), mProfSpaceOmission(0),
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mProfMatch(0), mProfCompletion(0), mProfTerminal(0),
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mProfMatch(0), mProfCompletion(0), mProfTerminal(0), mProfTerminalInsertion(0),
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mProfNearestKey(0), mProfNewWord(0), mProfNewWordBigram(0) {}
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int mProfOmission;
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@ -75,6 +77,7 @@ class DicNodeProfiler {
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int mProfMatch;
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int mProfCompletion;
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int mProfTerminal;
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int mProfTerminalInsertion;
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int mProfNearestKey;
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int mProfNewWord;
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int mProfNewWordBigram;
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@ -123,6 +126,10 @@ class DicNodeProfiler {
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++mProfTerminal;
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}
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void profTerminalInsertion() {
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++mProfTerminalInsertion;
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}
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void profNewWord() {
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++mProfNewWord;
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}
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@ -50,6 +50,9 @@ static inline void profile(const CorrectionType correctionType, DicNode *const n
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case CT_TERMINAL:
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PROF_TERMINAL(node->mProfiler);
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return;
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case CT_TERMINAL_INSERTION:
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PROF_TERMINAL_INSERTION(node->mProfiler);
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return;
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case CT_NEW_WORD_SPACE_SUBSTITUTION:
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PROF_SPACE_SUBSTITUTION(node->mProfiler);
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return;
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@ -113,6 +116,8 @@ static inline void profile(const CorrectionType correctionType, DicNode *const n
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return weighting->getCompletionCost(traverseSession, dicNode);
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case CT_TERMINAL:
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return weighting->getTerminalSpatialCost(traverseSession, dicNode);
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case CT_TERMINAL_INSERTION:
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return weighting->getTerminalInsertionCost(traverseSession, dicNode);
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case CT_NEW_WORD_SPACE_SUBSTITUTION:
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return weighting->getSpaceSubstitutionCost(traverseSession, dicNode);
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case CT_INSERTION:
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@ -146,6 +151,8 @@ static inline void profile(const CorrectionType correctionType, DicNode *const n
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traverseSession->getBinaryDictionaryInfo(), dicNode, multiBigramMap);
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return weighting->getTerminalLanguageCost(traverseSession, dicNode, languageImprobability);
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}
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case CT_TERMINAL_INSERTION:
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return 0.0f;
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case CT_NEW_WORD_SPACE_SUBSTITUTION:
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return weighting->getNewWordBigramLanguageCost(
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traverseSession, parentDicNode, multiBigramMap);
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@ -163,9 +170,9 @@ static inline void profile(const CorrectionType correctionType, DicNode *const n
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case CT_OMISSION:
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return 0;
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case CT_ADDITIONAL_PROXIMITY:
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return 0;
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return 0; /* 0 because CT_MATCH will be called */
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case CT_SUBSTITUTION:
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return 0;
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return 0; /* 0 because CT_MATCH will be called */
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case CT_NEW_WORD_SPACE_OMITTION:
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return 0;
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case CT_MATCH:
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@ -174,12 +181,14 @@ static inline void profile(const CorrectionType correctionType, DicNode *const n
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return 1;
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case CT_TERMINAL:
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return 0;
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case CT_TERMINAL_INSERTION:
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return 1;
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case CT_NEW_WORD_SPACE_SUBSTITUTION:
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return 1;
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case CT_INSERTION:
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return 2;
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return 2; /* look ahead + skip the current char */
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case CT_TRANSPOSITION:
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return 2;
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return 2; /* look ahead + skip the current char */
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default:
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return 0;
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}
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@ -67,6 +67,10 @@ class Weighting {
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const DicTraverseSession *const traverseSession,
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const DicNode *const dicNode) const = 0;
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virtual float getTerminalInsertionCost(
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const DicTraverseSession *const traverseSession,
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const DicNode *const dicNode) const = 0;
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virtual float getTerminalLanguageCost(
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const DicTraverseSession *const traverseSession, const DicNode *const dicNode,
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float dicNodeLanguageImprobability) const = 0;
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@ -365,17 +365,17 @@ void Suggest::processTerminalDicNode(
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if (!dicNode->isTerminalWordNode()) {
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return;
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}
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if (TRAVERSAL->needsToTraverseAllUserInput()
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&& dicNode->getInputIndex(0) < traverseSession->getInputSize()) {
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return;
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}
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if (dicNode->shouldBeFilterdBySafetyNetForBigram()) {
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return;
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}
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// Create a non-cached node here.
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DicNode terminalDicNode;
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DicNodeUtils::initByCopy(dicNode, &terminalDicNode);
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if (TRAVERSAL->needsToTraverseAllUserInput()
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&& dicNode->getInputIndex(0) < traverseSession->getInputSize()) {
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Weighting::addCostAndForwardInputIndex(WEIGHTING, CT_TERMINAL_INSERTION, traverseSession, 0,
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&terminalDicNode, traverseSession->getMultiBigramMap());
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}
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Weighting::addCostAndForwardInputIndex(WEIGHTING, CT_TERMINAL, traverseSession, 0,
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&terminalDicNode, traverseSession->getMultiBigramMap());
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traverseSession->getDicTraverseCache()->copyPushTerminal(&terminalDicNode);
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@ -34,6 +34,7 @@ const float ScoringParams::OMISSION_COST = 0.458f;
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const float ScoringParams::OMISSION_COST_SAME_CHAR = 0.491f;
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const float ScoringParams::OMISSION_COST_FIRST_CHAR = 0.582f;
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const float ScoringParams::INSERTION_COST = 0.730f;
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const float ScoringParams::TERMINAL_INSERTION_COST = 0.93f;
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const float ScoringParams::INSERTION_COST_SAME_CHAR = 0.586f;
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const float ScoringParams::INSERTION_COST_PROXIMITY_CHAR = 0.70f;
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const float ScoringParams::INSERTION_COST_FIRST_CHAR = 0.623f;
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@ -42,6 +42,7 @@ class ScoringParams {
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static const float OMISSION_COST_SAME_CHAR;
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static const float OMISSION_COST_FIRST_CHAR;
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static const float INSERTION_COST;
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static const float TERMINAL_INSERTION_COST;
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static const float INSERTION_COST_SAME_CHAR;
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static const float INSERTION_COST_PROXIMITY_CHAR;
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static const float INSERTION_COST_FIRST_CHAR;
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@ -44,6 +44,7 @@ ErrorType TypingWeighting::getErrorType(const CorrectionType correctionType,
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break;
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case CT_SUBSTITUTION:
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case CT_INSERTION:
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case CT_TERMINAL_INSERTION:
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case CT_TRANSPOSITION:
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return ET_EDIT_CORRECTION;
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case CT_NEW_WORD_SPACE_OMITTION:
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@ -175,6 +175,15 @@ class TypingWeighting : public Weighting {
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return dicNodeLanguageImprobability * ScoringParams::DISTANCE_WEIGHT_LANGUAGE;
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}
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float getTerminalInsertionCost(const DicTraverseSession *const traverseSession,
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const DicNode *const dicNode) const {
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const int inputIndex = dicNode->getInputIndex(0);
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const int inputSize = traverseSession->getInputSize();
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ASSERT(inputIndex < inputSize);
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// TODO: Implement more efficient logic
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return ScoringParams::TERMINAL_INSERTION_COST * (inputSize - inputIndex);
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}
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AK_FORCE_INLINE bool needsToNormalizeCompoundDistance() const {
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return false;
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}
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