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|
{
"config": {
"intent_classifier_config": {
"data_augmentation_config": {
"add_builtin_entities_examples": false,
"max_unknown_words": null,
"min_utterances": 20,
"noise_factor": 5,
"unknown_word_prob": 0.0,
"unknown_words_replacement_string": null
},
"featurizer_config": {
"added_cooccurrence_feature_ratio": 0.0,
"cooccurrence_vectorizer_config": {
"filter_stop_words": true,
"keep_order": true,
"unit_name": "cooccurrence_vectorizer",
"unknown_words_replacement_string": null,
"window_size": null
},
"pvalue_threshold": 0.4,
"tfidf_vectorizer_config": {
"unit_name": "tfidf_vectorizer",
"use_stemming": false,
"word_clusters_name": null
},
"unit_name": "featurizer"
},
"noise_reweight_factor": 1,
"unit_name": "log_reg_intent_classifier"
},
"slot_filler_config": {
"crf_args": {
"algorithm": "lbfgs",
"c1": 0.1,
"c2": 0.1
},
"data_augmentation_config": {
"add_builtin_entities_examples": true,
"capitalization_ratio": 0.2,
"min_utterances": 200
},
"feature_factory_configs": [
{
"args": {
"common_words_gazetteer_name": "top_10000_words_stemmed",
"n": 1,
"use_stemming": true
},
"factory_name": "ngram",
"offsets": [
-2,
-1,
0,
1,
2
]
},
{
"args": {
"common_words_gazetteer_name": "top_10000_words_stemmed",
"n": 2,
"use_stemming": true
},
"factory_name": "ngram",
"offsets": [
-2,
1
]
},
{
"args": {},
"factory_name": "is_digit",
"offsets": [
-1,
0,
1
]
},
{
"args": {},
"factory_name": "is_first",
"offsets": [
-2,
-1,
0
]
},
{
"args": {},
"factory_name": "is_last",
"offsets": [
0,
1,
2
]
},
{
"args": {
"n": 1
},
"factory_name": "shape_ngram",
"offsets": [
0
]
},
{
"args": {
"n": 2
},
"factory_name": "shape_ngram",
"offsets": [
-1,
0
]
},
{
"args": {
"n": 3
},
"factory_name": "shape_ngram",
"offsets": [
-1
]
},
{
"args": {
"entity_filter": {
"automatically_extensible": false
},
"tagging_scheme_code": 2,
"use_stemming": true
},
"factory_name": "entity_match",
"offsets": [
-2,
-1,
0
]
},
{
"args": {
"entity_filter": {
"automatically_extensible": true
},
"tagging_scheme_code": 2,
"use_stemming": true
},
"drop_out": 0.5,
"factory_name": "entity_match",
"offsets": [
-2,
-1,
0
]
},
{
"args": {
"tagging_scheme_code": 1
},
"factory_name": "builtin_entity_match",
"offsets": [
-2,
-1,
0
]
},
{
"args": {
"cluster_name": "brown_clusters",
"use_stemming": false
},
"factory_name": "word_cluster",
"offsets": [
-2,
-1,
0,
1
]
}
],
"tagging_scheme": 1,
"unit_name": "crf_slot_filler"
},
"unit_name": "probabilistic_intent_parser"
},
"slot_fillers": [
{
"intent": "HVACFanSpeed",
"slot_filler_name": "slot_filler_0"
},
{
"intent": "HVACTemperature",
"slot_filler_name": "slot_filler_1"
},
{
"intent": "MediaControl",
"slot_filler_name": "slot_filler_2"
},
{
"intent": "VolumeControl",
"slot_filler_name": "slot_filler_3"
}
]
}
|
