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Commit 0b8abdb3 authored by Franck Dary's avatar Franck Dary
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Added template machine to predict total fixation time

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......@@ -42,7 +42,7 @@ segmenter.ts:
sed -i -e 's/^/<segmenter> /' $@
writescore_TIME.ts:
echo "WRITESCORE b.0 TIME" > $@
echo "WRITESCORE b.0 TOTAL_FIXATION_DURATION" > $@
transitions: all_no_test.conllu
./getTransitionSets.py $<
......
......@@ -2,18 +2,29 @@ Name : Timer Machine
Classifier : timer
{
Transitions : {timer,data/writescore_TIME.ts}
LossMultiplier : {}
Network type : Modular
Contextual : Window{-10 10} Columns{FORM} LSTM{1 1 0 1} In{64} Out{128} w2v{FORM,data/FORM.w2v} Targets{b.-2 b.-1 b.0 b.1 b.2}
Context : Targets{b.-2 b.-1 b.0 b.1 b.2} Columns{EOS ID UPOS} LSTM{1 1 0 1} In{64} Out{64} w2v{}
InputDropout : 0.3
MLP : {1600 0.3 1600 0.3}
End
LossMultiplier : {}
Network type : Modular
#Contextual : Window{-10 10} Columns{FORM} LSTM{1 1 0 1} In{64} Out{128} w2v{FORM,data/FORM.w2v} Targets{b.-2 b.-1 b.0 b.1 b.2}
Context : Targets{b.-2 b.-1 b.0 b.1 b.2} Columns{UPOS FEATS EOS ID WORD_SKIPPED} LSTM{1 1 0 1} In{64} Out{64} w2v{}
Context : Targets{b.-2 b.-1 b.0 b.1 b.2} Columns{DEPREL} LSTM{1 1 0 1} In{64} Out{64} w2v{}
NumericColumn : Column{WORD_LENGTH} Buffer{-2 -1 0 1 2} Stack{} LSTM{1 1 0 1} Out{128} DefaultValue{0.0}
NumericColumn : Column{FREQ} Buffer{-2 -1 0 1 2} Stack{} LSTM{1 1 0 1} Out{128} DefaultValue{0.0}
NumericColumn : Column{TOTAL_FIXATION_DURATION} Buffer{-2 -1} Stack{} LSTM{1 1 0 1} Out{128} DefaultValue{0.0}
NumericColumn : Column{ENT_TOKENIZER} Buffer{-1 0 1} Stack{} LSTM{1 1 0 1} Out{128} DefaultValue{0.0}
NumericColumn : Column{ENT_TAGGER} Buffer{-1 0 1} Stack{} LSTM{1 1 0 1} Out{128} DefaultValue{0.0}
NumericColumn : Column{ENT_MORPHO} Buffer{-1 0 1} Stack{} LSTM{1 1 0 1} Out{128} DefaultValue{0.0}
NumericColumn : Column{ENT_LEMMATIZER_RULES} Buffer{-1 0 1} Stack{} LSTM{1 1 0 1} Out{128} DefaultValue{0.0}
NumericColumn : Column{ENT_LEMMATIZER_CASE} Buffer{-1 0 1} Stack{} LSTM{1 1 0 1} Out{128} DefaultValue{0.0}
NumericColumn : Column{ENT_PARSER} Buffer{-1 0 1} Stack{} LSTM{1 1 0 1} Out{128} DefaultValue{0.0}
NumericColumn : Column{ENT_SEGMENTER} Buffer{-1 0 1} Stack{} LSTM{1 1 0 1} Out{128} DefaultValue{0.0}
InputDropout : 0.3
MLP : {1600 0.3 1600 0.3}
End
Optimizer : Adagrad {0.01 0.000001 0 0.0000000001}
Type : regression
Loss : mse
}
Predictions : TIME
Predictions : TOTAL_FIXATION_DURATION
Strategy
{
Block : End{cannotMove}
......
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