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Diffstat (limited to 'model/nlu_engine.json')
| -rw-r--r-- | model/nlu_engine.json | 242 |
1 files changed, 242 insertions, 0 deletions
diff --git a/model/nlu_engine.json b/model/nlu_engine.json new file mode 100644 index 0000000..1c8a4dd --- /dev/null +++ b/model/nlu_engine.json @@ -0,0 +1,242 @@ +{ + "builtin_entity_parser": "builtin_entity_parser", + "config": { + "intent_parsers_configs": [ + { + "ignore_stop_words": true, + "unit_name": "lookup_intent_parser" + }, + { + "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" + } + ], + "unit_name": "nlu_engine" + }, + "custom_entity_parser": "custom_entity_parser", + "dataset_metadata": { + "entities": { + "hvac_fan_speed_action": { + "automatically_extensible": false + }, + "hvac_temperature_action": { + "automatically_extensible": false + }, + "numeric_value": { + "automatically_extensible": false + }, + "to_or_by": { + "automatically_extensible": false + }, + "volume_control_action": { + "automatically_extensible": false + } + }, + "language_code": "en", + "slot_name_mappings": { + "HVACFanSpeed": { + "hvac_fan_speed_action": "hvac_fan_speed_action", + "numeric_value": "numeric_value", + "to_or_by": "to_or_by" + }, + "HVACTemperature": { + "hvac_temperature_action": "hvac_temperature_action", + "numeric_value": "numeric_value", + "to_or_by": "to_or_by" + }, + "VolumeControl": { + "numeric_value": "numeric_value", + "to_or_by": "to_or_by", + "volume_control_action": "volume_control_action" + } + } + }, + "intent_parsers": [ + "lookup_intent_parser", + "probabilistic_intent_parser" + ], + "model_version": "0.20.0", + "training_package_version": "0.20.2", + "unit_name": "nlu_engine" +}
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