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github.com/brightmart/slot_filling_intent_joint_model
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Functions
417 in github.com/brightmart/slot_filling_intent_joint_model
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Functions
417
◇
Types & classes
11
↓ 1 callers
Function
train
()
resources/a1_joint_intent_slots_model.py:210
↓ 1 callers
Function
train
()
joint_model_knowl_v0/a1_joint_intent_slots_model.py:210
↓ 1 callers
Method
train
based on the loss, use SGD to update parameter
resources/a1_joint_intent_slots_model.py:185
↓ 1 callers
Method
train
based on the loss, use SGD to update parameter
joint_model_knowl_v9_intent_rank/joint_intent_slots_knowledge_rank_model.py:271
↓ 1 callers
Method
train
based on the loss, use SGD to update parameter
joint_model_knowl_v2_simpl_modl_feat/joint_intent_slots_knowledge_model.py:129
↓ 1 callers
Method
train
based on the loss, use SGD to update parameter
joint_model_knowl_v6_with_domain_knowledge/joint_intent_slots_knowledge_domain_model.py:261
↓ 1 callers
Method
train
based on the loss, use SGD to update parameter
joint_model_knowl_v4_cnn_with_symbol_alime/joint_intent_slots_knowledge_model.py:243
↓ 1 callers
Method
train
based on the loss, use SGD to update parameter
joint_model_knowl_v5_without_knowledge/joint_intent_slots_knowledge_model.py:243
↓ 1 callers
Method
train
based on the loss, use SGD to update parameter
joint_model_knowl_v7_with_domain_knowledge_context_window/joint_intent_slots_knowledge_domain_model.py:255
↓ 1 callers
Method
train
based on the loss, use SGD to update parameter
joint_model_knowl_v0/a1_joint_intent_slots_model.py:185
↓ 1 callers
Method
train
based on the loss, use SGD to update parameter
joint_model_knowl_v3_bi_directional_cnn_tmall/joint_intent_slots_knowledge_model.py:236
↓ 1 callers
Method
train
based on the loss, use SGD to update parameter
joint_model_knowl_v8_slot_condition_intent/joint_intent_slots_knowledge_conditional_model.py:269
↓ 1 callers
Method
train
based on the loss, use SGD to update parameter
joint_model_naive_v1/joint_intent_slots_naive_model.py:116
Method
__init__
init all hyperparameter here
resources/a1_joint_intent_slots_model.py:13
Method
__init__
init all hyperparameter here
joint_model_knowl_v9_intent_rank/joint_intent_slots_knowledge_rank_model.py:12
Method
__init__
init all hyperparameter here
joint_model_knowl_v2_simpl_modl_feat/joint_intent_slots_knowledge_model.py:12
Method
__init__
init all hyperparameter here
joint_model_knowl_v6_with_domain_knowledge/joint_intent_slots_knowledge_domain_model.py:12
Method
__init__
init all hyperparameter here
joint_model_knowl_v4_cnn_with_symbol_alime/joint_intent_slots_knowledge_model.py:12
Method
__init__
init all hyperparameter here
joint_model_knowl_v5_without_knowledge/joint_intent_slots_knowledge_model.py:12
Method
__init__
init all hyperparameter here
joint_model_knowl_v7_with_domain_knowledge_context_window/joint_intent_slots_knowledge_domain_model.py:12
Method
__init__
init all hyperparameter here
joint_model_knowl_v0/a1_joint_intent_slots_model.py:13
Method
__init__
init all hyperparameter here
joint_model_knowl_v3_bi_directional_cnn_tmall/joint_intent_slots_knowledge_model.py:12
Method
__init__
init all hyperparameter here
joint_model_knowl_v8_slot_condition_intent/joint_intent_slots_knowledge_conditional_model.py:12
Method
__init__
init all hyperparameter here
joint_model_naive_v1/joint_intent_slots_naive_model.py:12
Function
accuarcy_for_similiarity_validation_set
()
joint_model_knowl_v6_with_domain_knowledge/joint_intent_slots_knowledge_domain_predict.py:99
Function
accuarcy_for_similiarity_validation_set
()
joint_model_knowl_v7_with_domain_knowledge_context_window/joint_intent_slots_knowledge_domain_predict.py:99
Function
accuarcy_for_similiarity_validation_set
()
joint_model_knowl_v8_slot_condition_intent/joint_intent_slots_knowledge_conditional_predict.py:136
Function
accuarcy_for_similiarity_validation_setX
()
joint_model_knowl_v6_with_domain_knowledge/joint_intent_slots_knowledge_domain_predict.py:128
Function
accuarcy_for_similiarity_validation_setX
()
joint_model_knowl_v4_cnn_with_symbol_alime/joint_intent_slots_knowledge_predict.py:121
Function
accuarcy_for_similiarity_validation_setX
()
joint_model_knowl_v5_without_knowledge/joint_intent_slots_knowledge_predict.py:121
Function
accuarcy_for_similiarity_validation_setX
()
joint_model_knowl_v7_with_domain_knowledge_context_window/joint_intent_slots_knowledge_domain_predict.py:128
Function
accuarcy_for_similiarity_validation_setX
()
joint_model_knowl_v3_bi_directional_cnn_tmall/joint_intent_slots_knowledge_predict.py:121
Function
accuarcy_for_similiarity_validation_setX
()
joint_model_knowl_v8_slot_condition_intent/joint_intent_slots_knowledge_conditional_predict.py:165
Function
average_length_user_speech
(file)
resources/a1_test.py:29
Method
encoder_bi_directional
1.Word embedding. 2.Encoder with GRU
joint_model_knowl_v6_with_domain_knowledge/joint_intent_slots_knowledge_domain_model.py:80
Method
encoder_bi_directional
1.Word embedding. 2.Encoder with GRU
joint_model_knowl_v4_cnn_with_symbol_alime/joint_intent_slots_knowledge_model.py:73
Method
encoder_bi_directional
1.Word embedding. 2.Encoder with GRU
joint_model_knowl_v5_without_knowledge/joint_intent_slots_knowledge_model.py:73
Method
encoder_bi_directional
1.Word embedding. 2.Encoder with GRU
joint_model_knowl_v3_bi_directional_cnn_tmall/joint_intent_slots_knowledge_model.py:73
Method
encoder_positional_bow
1.Word embedding. 2.Encoder with GRU
joint_model_knowl_v6_with_domain_knowledge/joint_intent_slots_knowledge_domain_model.py:94
Method
encoder_positional_bow
1.Word embedding. 2.Encoder with GRU
joint_model_knowl_v4_cnn_with_symbol_alime/joint_intent_slots_knowledge_model.py:87
Method
encoder_positional_bow
1.Word embedding. 2.Encoder with GRU
joint_model_knowl_v5_without_knowledge/joint_intent_slots_knowledge_model.py:87
Function
generate_raw_data
(source_file_name)
resources/a1_generate_training_data.py:7
Function
get_knowledge_listOLD
(label_list,slots_voc_size,threshold=15)
resources/a1_joint_intent_slots_model.py:351
Function
get_knowledge_listOLD
(label_list,slots_voc_size,threshold=15)
joint_model_knowl_v2_simpl_modl_feat/joint_intent_slots_knowledge_model.py:285
Function
get_knowledge_listOLD
(label_list,slots_voc_size,threshold=15)
joint_model_knowl_v6_with_domain_knowledge/joint_intent_slots_knowledge_domain_model.py:422
Function
get_knowledge_listOLD
(label_list,slots_voc_size,threshold=15)
joint_model_knowl_v4_cnn_with_symbol_alime/joint_intent_slots_knowledge_model.py:399
Function
get_knowledge_listOLD
(label_list,slots_voc_size,threshold=15)
joint_model_knowl_v5_without_knowledge/joint_intent_slots_knowledge_model.py:399
Function
get_knowledge_listOLD
(label_list,slots_voc_size,threshold=15)
joint_model_knowl_v7_with_domain_knowledge_context_window/joint_intent_slots_knowledge_domain_model.py:416
Function
get_knowledge_listOLD
(label_list,slots_voc_size,threshold=15)
joint_model_knowl_v0/a1_joint_intent_slots_model.py:351
Function
get_knowledge_listOLD
(label_list,slots_voc_size,threshold=15)
joint_model_knowl_v3_bi_directional_cnn_tmall/joint_intent_slots_knowledge_model.py:392
Function
get_knowledge_listOLD
(label_list,slots_voc_size,threshold=15)
joint_model_naive_v1/joint_intent_slots_naive_model.py:272
Function
load_knowledge
(knowledge_path)
joint_model_knowl_v0/a1_data_util.py:336
Function
main
(_)
joint_model_knowl_v2_simpl_modl_feat/joint_intent_slots_knowledge_predict.py:68
Function
main
(_)
joint_model_knowl_v2_simpl_modl_feat/joint_intent_slots_knowledge_train.py:35
Function
main
(_)
joint_model_knowl_v6_with_domain_knowledge/joint_intent_slots_knowledge_domain_train.py:34
Function
main
(_)
joint_model_knowl_v6_with_domain_knowledge/joint_intent_slots_knowledge_domain_predict.py:81
Function
main
(_)
joint_model_knowl_v4_cnn_with_symbol_alime/joint_intent_slots_knowledge_predict.py:74
Function
main
(_)
joint_model_knowl_v4_cnn_with_symbol_alime/joint_intent_slots_knowledge_train.py:34
Function
main
(_)
joint_model_knowl_v5_without_knowledge/joint_intent_slots_knowledge_predict.py:74
Function
main
(_)
joint_model_knowl_v5_without_knowledge/joint_intent_slots_knowledge_train.py:34
Function
main
(_)
joint_model_knowl_v7_with_domain_knowledge_context_window/joint_intent_slots_knowledge_domain_train.py:34
Function
main
(_)
joint_model_knowl_v7_with_domain_knowledge_context_window/joint_intent_slots_knowledge_domain_predict.py:81
Function
main
(_)
joint_model_knowl_v0/a1_joint_intent_slots_predict.py:36
Function
main
(_)
joint_model_knowl_v0/a1_joint_intent_slots_train.py:47
Function
main
(_)
joint_model_knowl_v3_bi_directional_cnn_tmall/joint_intent_slots_knowledge_predict.py:74
Function
main
(_)
joint_model_knowl_v3_bi_directional_cnn_tmall/joint_intent_slots_knowledge_train.py:34
Function
main
(_)
joint_model_knowl_v8_slot_condition_intent/joint_intent_slots_knowledge_conditional_predict.py:82
Function
main
(_)
joint_model_knowl_v8_slot_condition_intent/joint_intent_slots_knowledge_conditional_train.py:34
Function
main
(_)
joint_model_naive_v1/joint_intent_slots_naive_train.py:36
Function
main
(_)
joint_model_naive_v1/joint_intent_slots_navie_predict.py:58
Function
multiplication_attention
the current target hidden state is compared with all source states to derive attention weights. score=qWc :param current_target_hidden_state:
resources/a1_seq2seq.py:196
Function
multiplication_attention
the current target hidden state is compared with all source states to derive attention weights. score=qWc :param current_target_hidden_state:
joint_model_knowl_v0/a1_seq2seq.py:196
Function
predict
()
resources/a1_joint_intent_slots_model.py:260
Function
predict
()
joint_model_knowl_v2_simpl_modl_feat/joint_intent_slots_knowledge_model.py:203
Function
predict
()
joint_model_knowl_v6_with_domain_knowledge/joint_intent_slots_knowledge_domain_model.py:340
Function
predict
()
joint_model_knowl_v4_cnn_with_symbol_alime/joint_intent_slots_knowledge_model.py:317
Function
predict
()
joint_model_knowl_v5_without_knowledge/joint_intent_slots_knowledge_model.py:317
Function
predict
()
joint_model_knowl_v7_with_domain_knowledge_context_window/joint_intent_slots_knowledge_domain_model.py:334
Function
predict
()
joint_model_knowl_v0/a1_joint_intent_slots_model.py:260
Function
predict
()
joint_model_knowl_v3_bi_directional_cnn_tmall/joint_intent_slots_knowledge_model.py:310
Function
predict
()
joint_model_naive_v1/joint_intent_slots_naive_model.py:190
Function
predict_joint
:param context_list: a list of string :param query: a string :return: predicted_intent: string score: a string sl
joint_model_knowl_v8_slot_condition_intent/joint_intent_slots_knowledge_conditional_predict.py:99
Function
predict_slots
:param context_list: a list of string :param query: a string :return: predicted_intent: string score: a string sl
joint_model_knowl_v8_slot_condition_intent/joint_intent_slots_knowledge_conditional_predict.py:123
Function
predict_with_one_single_question_add_scores
:param context_list: a list of string :param query: a string :return: predicted_intent: string score: a string sl
joint_model_knowl_v8_slot_condition_intent/joint_intent_slots_knowledge_conditional_predict.py:111
Function
process_qa
(file_name,word2id_x,sequence_length)
joint_model_knowl_v2_simpl_modl_feat/a1_data_util.py:65
Function
process_qa
(file_name,word2id_x,sequence_length)
joint_model_knowl_v0/a1_data_util.py:65
Function
rnn_decoder_with_attention_TRAIL
RNN decoder for the sequence-to-sequence model. Args: decoder_inputs: A list of 2D Tensors [batch_size x input_size].it is decoder input.
resources/a1_seq2seq.py:257
Function
rnn_decoder_with_attention_TRAIL
RNN decoder for the sequence-to-sequence model. Args: decoder_inputs: A list of 2D Tensors [batch_size x input_size].it is decoder input.
joint_model_knowl_v0/a1_seq2seq.py:257
Function
sayhello
(str)
resources/a1_test.py:62
Method
similiarity_module_bi_directional
(self)
joint_model_knowl_v9_intent_rank/joint_intent_slots_knowledge_rank_model.py:150
Method
similiarity_module_bi_directional
(self)
joint_model_knowl_v6_with_domain_knowledge/joint_intent_slots_knowledge_domain_model.py:143
Method
similiarity_module_bi_directional
(self)
joint_model_knowl_v4_cnn_with_symbol_alime/joint_intent_slots_knowledge_model.py:130
Method
similiarity_module_bi_directional
(self)
joint_model_knowl_v5_without_knowledge/joint_intent_slots_knowledge_model.py:130
Method
similiarity_module_bi_directional
(self)
joint_model_knowl_v7_with_domain_knowledge_context_window/joint_intent_slots_knowledge_domain_model.py:138
Method
similiarity_module_bi_directional
(self)
joint_model_knowl_v3_bi_directional_cnn_tmall/joint_intent_slots_knowledge_model.py:134
Method
similiarity_module_bi_directional
(self)
joint_model_knowl_v8_slot_condition_intent/joint_intent_slots_knowledge_conditional_model.py:153
Method
similiarity_module_postional_bow
(self)
joint_model_knowl_v9_intent_rank/joint_intent_slots_knowledge_rank_model.py:175
Method
similiarity_module_postional_bow
(self)
joint_model_knowl_v6_with_domain_knowledge/joint_intent_slots_knowledge_domain_model.py:169
Method
similiarity_module_postional_bow
(self)
joint_model_knowl_v4_cnn_with_symbol_alime/joint_intent_slots_knowledge_model.py:156
Method
similiarity_module_postional_bow
(self)
joint_model_knowl_v5_without_knowledge/joint_intent_slots_knowledge_model.py:156
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