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• config-train-doc.xml

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edu.emory.mathcs.nlp.configuration.config-train-doc.xml Maven / Gradle / Ivy

<configuration>
	<tsv document_based="true">
        <column index="1" field="form"/>
        <column index="2" field="lemma"/>
        <column index="3" field="pos"/>
        <column index="4" field="feats"/>
        <column index="5" field="dhead"/>
        <column index="6" field="deprel"/>
        <column index="8" field="nament"/>
    </tsv>
    
    <lexica>
    	<word_embeddingsx field="word_form_undigitalized">/Users/jdchoi/Documents/EmoryNLP/nlp4j-english/src/main/resources/edu/emory/mathcs/nlp/lexica/en-word-embeddings-undigitalized.xz</word_embeddingsx>
    </lexica>
    
    <doc_feat_key>r3</doc_feat_key>

    <optimizer>
        <algorithm>adagrad</algorithm>
        <learning_rate>0.01</learning_rate>
        <l1_regularization>0.001</l1_regularization>
        <feature_cutoff>0</feature_cutoff>
        <max_epoch>20</max_epoch>
        <bias>0</bias>
    </optimizer>

    <feature_template>
    	<feature t="bag_of_words_count" f0="i:word_form_simplified"/>
    </feature_template>
    
    
    
    <feature_template_r0>
    	<feature t="bag_of_words_count" f0="i:word_form_simplified"/>
    	<feature t="bag_of_words_count" f0="i:word_form_simplified" f1="i+1:word_form_simplified"/>
    </feature_template_r0>
</configuration>