model/probabilistic_intent_parser/slot_filler_1/slot_filler.json

   1 {
   2   "config": {
   3     "crf_args": {
   4       "algorithm": "lbfgs",
   5       "c1": 0.1,
   6       "c2": 0.1
   7     },
   8     "data_augmentation_config": {
   9       "add_builtin_entities_examples": true,
  10       "capitalization_ratio": 0.2,
  11       "min_utterances": 200
  12     },
  13     "feature_factory_configs": [
  14       {
  15         "args": {
  16           "common_words_gazetteer_name": "top_10000_words_stemmed",
  17           "language_code": "en",
  18           "n": 1,
  19           "use_stemming": true
  20         },
  21         "factory_name": "ngram",
  22         "offsets": [
  23           -2,
  24           -1,
  25           0,
  26           1,
  27           2
  28         ]
  29       },
  30       {
  31         "args": {
  32           "common_words_gazetteer_name": "top_10000_words_stemmed",
  33           "language_code": "en",
  34           "n": 2,
  35           "use_stemming": true
  36         },
  37         "factory_name": "ngram",
  38         "offsets": [
  39           -2,
  40           1
  41         ]
  42       },
  43       {
  44         "args": {},
  45         "factory_name": "is_digit",
  46         "offsets": [
  47           -1,
  48           0,
  49           1
  50         ]
  51       },
  52       {
  53         "args": {},
  54         "factory_name": "is_first",
  55         "offsets": [
  56           -2,
  57           -1,
  58           0
  59         ]
  60       },
  61       {
  62         "args": {},
  63         "factory_name": "is_last",
  64         "offsets": [
  65           0,
  66           1,
  67           2
  68         ]
  69       },
  70       {
  71         "args": {
  72           "language_code": "en",
  73           "n": 1
  74         },
  75         "factory_name": "shape_ngram",
  76         "offsets": [
  77           0
  78         ]
  79       },
  80       {
  81         "args": {
  82           "language_code": "en",
  83           "n": 2
  84         },
  85         "factory_name": "shape_ngram",
  86         "offsets": [
  87           -1,
  88           0
  89         ]
  90       },
  91       {
  92         "args": {
  93           "language_code": "en",
  94           "n": 3
  95         },
  96         "factory_name": "shape_ngram",
  97         "offsets": [
  98           -1
  99         ]
 100       },
 101       {
 102         "args": {
 103           "entities": [
 104             "hvac_temperature_action",
 105             "to_or_by",
 106             "numeric_value"
 107           ],
 108           "entity_filter": {
 109             "automatically_extensible": false
 110           },
 111           "tagging_scheme_code": 2,
 112           "use_stemming": true
 113         },
 114         "factory_name": "entity_match",
 115         "offsets": [
 116           -2,
 117           -1,
 118           0
 119         ]
 120       },
 121       {
 122         "args": {
 123           "entities": [],
 124           "entity_filter": {
 125             "automatically_extensible": true
 126           },
 127           "tagging_scheme_code": 2,
 128           "use_stemming": true
 129         },
 130         "drop_out": 0.5,
 131         "factory_name": "entity_match",
 132         "offsets": [
 133           -2,
 134           -1,
 135           0
 136         ]
 137       },
 138       {
 139         "args": {
 140           "entity_labels": [
 141             "snips/amountOfMoney",
 142             "snips/date",
 143             "snips/datePeriod",
 144             "snips/datetime",
 145             "snips/duration",
 146             "snips/number",
 147             "snips/ordinal",
 148             "snips/percentage",
 149             "snips/temperature",
 150             "snips/time",
 151             "snips/timePeriod"
 152           ],
 153           "language_code": "en",
 154           "tagging_scheme_code": 1
 155         },
 156         "factory_name": "builtin_entity_match",
 157         "offsets": [
 158           -2,
 159           -1,
 160           0
 161         ]
 162       },
 163       {
 164         "args": {
 165           "cluster_name": "brown_clusters",
 166           "use_stemming": false
 167         },
 168         "factory_name": "word_cluster",
 169         "offsets": [
 170           -2,
 171           -1,
 172           0,
 173           1
 174         ]
 175       }
 176     ],
 177     "tagging_scheme": 1,
 178     "unit_name": "crf_slot_filler"
 179   },
 180   "crf_model_file": "model.crfsuite",
 181   "intent": "HVACTemperature",
 182   "language_code": "en",
 183   "slot_name_mapping": {
 184     "hvac_temperature_action": "hvac_temperature_action",
 185     "numeric_value": "numeric_value",
 186     "to_or_by": "to_or_by"
 187   }
 188 }