model/probabilistic_intent_parser/intent_parser.json

   1 {
   2   "config": {
   3     "intent_classifier_config": {
   4       "data_augmentation_config": {
   5         "add_builtin_entities_examples": false,
   6         "max_unknown_words": null,
   7         "min_utterances": 20,
   8         "noise_factor": 5,
   9         "unknown_word_prob": 0.0,
  10         "unknown_words_replacement_string": null
  11       },
  12       "featurizer_config": {
  13         "added_cooccurrence_feature_ratio": 0.0,
  14         "cooccurrence_vectorizer_config": {
  15           "filter_stop_words": true,
  16           "keep_order": true,
  17           "unit_name": "cooccurrence_vectorizer",
  18           "unknown_words_replacement_string": null,
  19           "window_size": null
  20         },
  21         "pvalue_threshold": 0.4,
  22         "tfidf_vectorizer_config": {
  23           "unit_name": "tfidf_vectorizer",
  24           "use_stemming": false,
  25           "word_clusters_name": null
  26         },
  27         "unit_name": "featurizer"
  28       },
  29       "noise_reweight_factor": 1,
  30       "unit_name": "log_reg_intent_classifier"
  31     },
  32     "slot_filler_config": {
  33       "crf_args": {
  34         "algorithm": "lbfgs",
  35         "c1": 0.1,
  36         "c2": 0.1
  37       },
  38       "data_augmentation_config": {
  39         "add_builtin_entities_examples": true,
  40         "capitalization_ratio": 0.2,
  41         "min_utterances": 200
  42       },
  43       "feature_factory_configs": [
  44         {
  45           "args": {
  46             "common_words_gazetteer_name": "top_10000_words_stemmed",
  47             "n": 1,
  48             "use_stemming": true
  49           },
  50           "factory_name": "ngram",
  51           "offsets": [
  52             -2,
  53             -1,
  54             0,
  55             1,
  56             2
  57           ]
  58         },
  59         {
  60           "args": {
  61             "common_words_gazetteer_name": "top_10000_words_stemmed",
  62             "n": 2,
  63             "use_stemming": true
  64           },
  65           "factory_name": "ngram",
  66           "offsets": [
  67             -2,
  68             1
  69           ]
  70         },
  71         {
  72           "args": {},
  73           "factory_name": "is_digit",
  74           "offsets": [
  75             -1,
  76             0,
  77             1
  78           ]
  79         },
  80         {
  81           "args": {},
  82           "factory_name": "is_first",
  83           "offsets": [
  84             -2,
  85             -1,
  86             0
  87           ]
  88         },
  89         {
  90           "args": {},
  91           "factory_name": "is_last",
  92           "offsets": [
  93             0,
  94             1,
  95             2
  96           ]
  97         },
  98         {
  99           "args": {
 100             "n": 1
 101           },
 102           "factory_name": "shape_ngram",
 103           "offsets": [
 104             0
 105           ]
 106         },
 107         {
 108           "args": {
 109             "n": 2
 110           },
 111           "factory_name": "shape_ngram",
 112           "offsets": [
 113             -1,
 114             0
 115           ]
 116         },
 117         {
 118           "args": {
 119             "n": 3
 120           },
 121           "factory_name": "shape_ngram",
 122           "offsets": [
 123             -1
 124           ]
 125         },
 126         {
 127           "args": {
 128             "entity_filter": {
 129               "automatically_extensible": false
 130             },
 131             "tagging_scheme_code": 2,
 132             "use_stemming": true
 133           },
 134           "factory_name": "entity_match",
 135           "offsets": [
 136             -2,
 137             -1,
 138             0
 139           ]
 140         },
 141         {
 142           "args": {
 143             "entity_filter": {
 144               "automatically_extensible": true
 145             },
 146             "tagging_scheme_code": 2,
 147             "use_stemming": true
 148           },
 149           "drop_out": 0.5,
 150           "factory_name": "entity_match",
 151           "offsets": [
 152             -2,
 153             -1,
 154             0
 155           ]
 156         },
 157         {
 158           "args": {
 159             "tagging_scheme_code": 1
 160           },
 161           "factory_name": "builtin_entity_match",
 162           "offsets": [
 163             -2,
 164             -1,
 165             0
 166           ]
 167         },
 168         {
 169           "args": {
 170             "cluster_name": "brown_clusters",
 171             "use_stemming": false
 172           },
 173           "factory_name": "word_cluster",
 174           "offsets": [
 175             -2,
 176             -1,
 177             0,
 178             1
 179           ]
 180         }
 181       ],
 182       "tagging_scheme": 1,
 183       "unit_name": "crf_slot_filler"
 184     },
 185     "unit_name": "probabilistic_intent_parser"
 186   },
 187   "slot_fillers": [
 188     {
 189       "intent": "HVACFanSpeed",
 190       "slot_filler_name": "slot_filler_0"
 191     },
 192     {
 193       "intent": "HVACTemperature",
 194       "slot_filler_name": "slot_filler_1"
 195     },
 196     {
 197       "intent": "VolumeControl",
 198       "slot_filler_name": "slot_filler_2"
 199     }
 200   ]
 201 }