LightChen2333/stack-propagation-slu-atis
06
1{2 "_id2label": {3 "intent": [4 "atis_flight",5 "atis_airfare",6 "atis_airline",7 "atis_ground_service",8 "atis_quantity",9 "atis_city",10 "atis_flight#atis_airfare",11 "atis_abbreviation",12 "atis_aircraft",13 "atis_distance",14 "atis_ground_fare",15 "atis_capacity",16 "atis_flight_time",17 "atis_meal",18 "atis_aircraft#atis_flight#atis_flight_no",19 "atis_flight_no",20 "atis_restriction",21 "atis_airport",22 "atis_airline#atis_flight_no",23 "atis_cheapest",24 "atis_ground_service#atis_ground_fare"25 ],26 "slot": [27 "O",28 "B-fromloc.city_name",29 "B-toloc.city_name",30 "B-round_trip",31 "I-round_trip",32 "B-cost_relative",33 "B-fare_amount",34 "I-fare_amount",35 "B-arrive_date.month_name",36 "B-arrive_date.day_number",37 "I-fromloc.city_name",38 "B-stoploc.city_name",39 "B-arrive_time.time_relative",40 "B-arrive_time.time",41 "I-arrive_time.time",42 "B-toloc.state_code",43 "I-toloc.city_name",44 "I-stoploc.city_name",45 "B-meal_description",46 "B-depart_date.month_name",47 "B-depart_date.day_number",48 "B-airline_name",49 "I-airline_name",50 "B-depart_time.period_of_day",51 "B-depart_date.day_name",52 "B-toloc.state_name",53 "B-depart_time.time_relative",54 "B-depart_time.time",55 "B-toloc.airport_name",56 "I-toloc.airport_name",57 "B-depart_date.date_relative",58 "B-or",59 "B-airline_code",60 "B-class_type",61 "I-class_type",62 "I-cost_relative",63 "I-depart_time.time",64 "B-fromloc.airport_name",65 "I-fromloc.airport_name",66 "B-city_name",67 "B-flight_mod",68 "B-meal",69 "B-economy",70 "B-fare_basis_code",71 "I-depart_date.day_number",72 "B-depart_date.today_relative",73 "B-flight_stop",74 "B-airport_code",75 "B-fromloc.state_name",76 "I-fromloc.state_name",77 "I-city_name",78 "B-connect",79 "B-arrive_date.day_name",80 "B-fromloc.state_code",81 "B-arrive_date.today_relative",82 "B-depart_date.year",83 "B-depart_time.start_time",84 "I-depart_time.start_time",85 "B-depart_time.end_time",86 "I-depart_time.end_time",87 "B-arrive_time.start_time",88 "B-arrive_time.end_time",89 "I-arrive_time.end_time",90 "I-flight_mod",91 "B-flight_days",92 "B-mod",93 "B-flight_number",94 "I-toloc.state_name",95 "B-meal_code",96 "I-meal_code",97 "B-airport_name",98 "I-airport_name",99 "I-flight_stop",100 "B-transport_type",101 "I-transport_type",102 "B-state_code",103 "B-aircraft_code",104 "B-toloc.country_name",105 "I-arrive_date.day_number",106 "B-toloc.airport_code",107 "B-return_date.date_relative",108 "I-return_date.date_relative",109 "B-flight_time",110 "I-economy",111 "B-fromloc.airport_code",112 "B-arrive_time.period_of_day",113 "B-depart_time.period_mod",114 "I-flight_time",115 "B-return_date.day_name",116 "B-arrive_date.date_relative",117 "B-restriction_code",118 "I-restriction_code",119 "B-arrive_time.period_mod",120 "I-arrive_time.period_of_day",121 "B-period_of_day",122 "B-stoploc.state_code",123 "I-depart_date.today_relative",124 "I-fare_basis_code",125 "I-arrive_time.start_time",126 "B-time",127 "B-today_relative",128 "I-today_relative",129 "B-state_name",130 "B-days_code",131 "I-depart_time.period_of_day",132 "I-arrive_time.time_relative",133 "B-time_relative",134 "I-time",135 "B-return_date.month_name",136 "B-return_date.day_number",137 "I-depart_time.time_relative",138 "B-stoploc.airport_name",139 "B-day_name",140 "B-month_name",141 "B-day_number",142 "B-return_time.period_mod",143 "B-return_time.period_of_day",144 "B-return_date.today_relative",145 "I-return_date.today_relative",146 "I-meal_description"147 ]148 },149 "_label2id": {150 "intent": {151 "atis_abbreviation": 7,152 "atis_aircraft": 8,153 "atis_aircraft#atis_flight#atis_flight_no": 14,154 "atis_airfare": 1,155 "atis_airline": 2,156 "atis_airline#atis_flight_no": 18,157 "atis_airport": 17,158 "atis_capacity": 11,159 "atis_cheapest": 19,160 "atis_city": 5,161 "atis_distance": 9,162 "atis_flight": 0,163 "atis_flight#atis_airfare": 6,164 "atis_flight_no": 15,165 "atis_flight_time": 12,166 "atis_ground_fare": 10,167 "atis_ground_service": 3,168 "atis_ground_service#atis_ground_fare": 20,169 "atis_meal": 13,170 "atis_quantity": 4,171 "atis_restriction": 16172 },173 "slot": {174 "B-aircraft_code": 76,175 "B-airline_code": 32,176 "B-airline_name": 21,177 "B-airport_code": 47,178 "B-airport_name": 70,179 "B-arrive_date.date_relative": 89,180 "B-arrive_date.day_name": 52,181 "B-arrive_date.day_number": 9,182 "B-arrive_date.month_name": 8,183 "B-arrive_date.today_relative": 54,184 "B-arrive_time.end_time": 61,185 "B-arrive_time.period_mod": 92,186 "B-arrive_time.period_of_day": 85,187 "B-arrive_time.start_time": 60,188 "B-arrive_time.time": 13,189 "B-arrive_time.time_relative": 12,190 "B-city_name": 39,191 "B-class_type": 33,192 "B-connect": 51,193 "B-cost_relative": 5,194 "B-day_name": 112,195 "B-day_number": 114,196 "B-days_code": 103,197 "B-depart_date.date_relative": 30,198 "B-depart_date.day_name": 24,199 "B-depart_date.day_number": 20,200 "B-depart_date.month_name": 19,201 "B-depart_date.today_relative": 45,202 "B-depart_date.year": 55,203 "B-depart_time.end_time": 58,204 "B-depart_time.period_mod": 86,205 "B-depart_time.period_of_day": 23,206 "B-depart_time.start_time": 56,207 "B-depart_time.time": 27,208 "B-depart_time.time_relative": 26,209 "B-economy": 42,210 "B-fare_amount": 6,211 "B-fare_basis_code": 43,212 "B-flight_days": 64,213 "B-flight_mod": 40,214 "B-flight_number": 66,215 "B-flight_stop": 46,216 "B-flight_time": 82,217 "B-fromloc.airport_code": 84,218 "B-fromloc.airport_name": 37,219 "B-fromloc.city_name": 1,220 "B-fromloc.state_code": 53,221 "B-fromloc.state_name": 48,222 "B-meal": 41,223 "B-meal_code": 68,224 "B-meal_description": 18,225 "B-mod": 65,226 "B-month_name": 113,227 "B-or": 31,228 "B-period_of_day": 94,229 "B-restriction_code": 90,230 "B-return_date.date_relative": 80,231 "B-return_date.day_name": 88,232 "B-return_date.day_number": 109,233 "B-return_date.month_name": 108,234 "B-return_date.today_relative": 117,235 "B-return_time.period_mod": 115,236 "B-return_time.period_of_day": 116,237 "B-round_trip": 3,238 "B-state_code": 75,239 "B-state_name": 102,240 "B-stoploc.airport_name": 111,241 "B-stoploc.city_name": 11,242 "B-stoploc.state_code": 95,243 "B-time": 99,244 "B-time_relative": 106,245 "B-today_relative": 100,246 "B-toloc.airport_code": 79,247 "B-toloc.airport_name": 28,248 "B-toloc.city_name": 2,249 "B-toloc.country_name": 77,250 "B-toloc.state_code": 15,251 "B-toloc.state_name": 25,252 "B-transport_type": 73,253 "I-airline_name": 22,254 "I-airport_name": 71,255 "I-arrive_date.day_number": 78,256 "I-arrive_time.end_time": 62,257 "I-arrive_time.period_of_day": 93,258 "I-arrive_time.start_time": 98,259 "I-arrive_time.time": 14,260 "I-arrive_time.time_relative": 105,261 "I-city_name": 50,262 "I-class_type": 34,263 "I-cost_relative": 35,264 "I-depart_date.day_number": 44,265 "I-depart_date.today_relative": 96,266 "I-depart_time.end_time": 59,267 "I-depart_time.period_of_day": 104,268 "I-depart_time.start_time": 57,269 "I-depart_time.time": 36,270 "I-depart_time.time_relative": 110,271 "I-economy": 83,272 "I-fare_amount": 7,273 "I-fare_basis_code": 97,274 "I-flight_mod": 63,275 "I-flight_stop": 72,276 "I-flight_time": 87,277 "I-fromloc.airport_name": 38,278 "I-fromloc.city_name": 10,279 "I-fromloc.state_name": 49,280 "I-meal_code": 69,281 "I-meal_description": 119,282 "I-restriction_code": 91,283 "I-return_date.date_relative": 81,284 "I-return_date.today_relative": 118,285 "I-round_trip": 4,286 "I-stoploc.city_name": 17,287 "I-time": 107,288 "I-today_relative": 101,289 "I-toloc.airport_name": 29,290 "I-toloc.city_name": 16,291 "I-toloc.state_name": 67,292 "I-transport_type": 74,293 "O": 0294 }295 },296 "_name_or_path": "OpenSLUv1",297 "_num_labels": {298 "intent": 21,299 "slot": 120300 },301 "architectures": [302 "PretrainedModelForSLUToSave"303 ],304 "is_decoder": true,305 "model": {306 "_model_target_": "model.OpenSLUModel",307 "decoder": {308 "_model_target_": "model.decoder.StackPropagationDecoder",309 "intent_classifier": {310 "_model_target_": "model.decoder.classifier.AutoregressiveLSTMClassifier",311 "bidirectional": false,312 "dropout_rate": 0.5,313 "embedding_dim": 8,314 "force_ratio": 0.9,315 "hidden_dim": 64,316 "ignore_index": -100,317 "input_dim": 384,318 "intent_label_num": 21,319 "layer_num": 1,320 "mode": "token-level-intent",321 "return_sentence_level": true,322 "use_intent": true,323 "use_multi": false324 },325 "interaction": {326 "_model_target_": "model.decoder.interaction.StackInteraction",327 "differentiable": false,328 "input_dim": 384,329 "intent_label_num": 21,330 "slot_label_num": 120331 },332 "slot_classifier": {333 "_model_target_": "model.decoder.classifier.AutoregressiveLSTMClassifier",334 "bidirectional": false,335 "dropout_rate": 0.55,336 "embedding_dim": 32,337 "force_ratio": 0.9,338 "hidden_dim": 64,339 "ignore_index": -100,340 "input_dim": 405,341 "layer_num": 1,342 "mode": "slot",343 "return_sentence_level": false,344 "slot_label_num": 120,345 "use_multi": false,346 "use_slot": true347 }348 },349 "encoder": {350 "_model_target_": "model.encoder.AutoEncoder",351 "attention": {352 "dropout_rate": 0.6,353 "hidden_dim": 1024,354 "output_dim": 128355 },356 "embedding": {357 "dropout_rate": 0.55,358 "embedding_dim": 256,359 "vocab_size": 900360 },361 "encoder_name": "self-attention-lstm",362 "lstm": {363 "bidirectional": true,364 "dropout_rate": 0.5,365 "layer_num": 1,366 "output_dim": 256367 },368 "output_dim": 384,369 "return_sentence_level_hidden": false,370 "return_with_input": true371 }372 },373 "return_dict": false,374 "tokenizer": {375 "_align_mode_": "fast",376 "_padding_side_": "right",377 "_to_lower_case_": true,378 "_tokenizer_name_": "word_tokenizer",379 "add_special_tokens": false,380 "max_length": 512381 },382 "tokenizer_class": "OpenSLUv1",383 "torch_dtype": "float32",384 "transformers_version": "4.25.1",385 "vocab_size": 900386}387