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160 lines
3.6 KiB
JSON
160 lines
3.6 KiB
JSON
{
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"config": {
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"intent_classifier_config": {
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"data_augmentation_config": {
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"add_builtin_entities_examples": false,
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"max_unknown_words": 5,
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"min_utterances": 20,
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"noise_factor": 5,
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"unknown_word_prob": 0.5,
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"unknown_words_replacement_string": "unknownword"
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},
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"featurizer_config": {
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"added_cooccurrence_feature_ratio": 0,
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"cooccurrence_vectorizer_config": {
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"filter_stop_words": true,
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"keep_order": true,
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"unit_name": "cooccurrence_vectorizer",
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"unknown_words_replacement_string": "unknownword",
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"window_size": 5
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},
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"pvalue_threshold": 0.4,
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"tfidf_vectorizer_config": {
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"unit_name": "tfidf_vectorizer",
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"use_stemming": false,
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"word_clusters_name": null
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},
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"unit_name": "featurizer"
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},
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"random_seed": null,
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"unit_name": "log_reg_intent_classifier"
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},
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"slot_filler_config": {
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"crf_args": {
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"algorithm": "lbfgs",
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"c1": 0.1,
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"c2": 0.1
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},
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"data_augmentation_config": {
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"add_builtin_entities_examples": false,
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"capitalization_ratio": 0,
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"min_utterances": 200
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},
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"feature_factory_configs": [
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{
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"args": {
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"common_words_gazetteer_name": "top_10000_words_stemmed",
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"n": 1,
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"use_stemming": true
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},
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"factory_name": "ngram",
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"offsets": [
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-2,
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-1,
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0,
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1,
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2
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]
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},
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{
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"args": {
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"common_words_gazetteer_name": "top_10000_words_stemmed",
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"n": 2,
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"use_stemming": true
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},
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"factory_name": "ngram",
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"offsets": [
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-2,
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1
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]
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},
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{
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"args": {},
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"factory_name": "is_digit",
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"offsets": [
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-1,
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0,
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1
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]
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},
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{
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"args": {},
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"factory_name": "is_first",
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"offsets": [
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-2,
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-1,
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0
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]
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},
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{
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"args": {},
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"factory_name": "is_last",
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"offsets": [
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0,
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1,
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2
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]
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},
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{
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"args": {
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"tagging_scheme_code": 2,
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"use_stemming": true
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},
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"drop_out": 0.1,
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"factory_name": "entity_match",
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"offsets": [
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-2,
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-1,
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0
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]
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},
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{
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"args": {
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"tagging_scheme_code": 1
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},
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"factory_name": "builtin_entity_match",
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"offsets": [
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-2,
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-1,
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0
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]
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},
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{
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"args": {
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"cluster_name": "brown_clusters",
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"use_stemming": false
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},
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"factory_name": "word_cluster",
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"offsets": [
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-2,
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-1,
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0,
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1
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]
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}
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],
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"random_seed": null,
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"tagging_scheme": 1,
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"unit_name": "crf_slot_filler"
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},
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"unit_name": "probabilistic_intent_parser"
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},
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"slot_fillers": [
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{
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"intent": "jocavdh:play_intro",
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"slot_filler_name": "slot_filler_0"
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},
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{
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"intent": "jocavdh:play_question",
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"slot_filler_name": "slot_filler_1"
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},
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{
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"intent": "jocavdh:play_verdict",
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"slot_filler_name": "slot_filler_2"
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},
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{
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"intent": "jocavdh:toilet",
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"slot_filler_name": "slot_filler_3"
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}
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]
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} |