Upload Folder JointBERT-CRF_PhoBERTencoder

JointBERT-CRF_PhoBERTencoder/config.json

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+{
+  "_name_or_path": "vinai/phobert-base",
+  "architectures": [
+    "JointPhoBERT"
+  ],
+  "attention_probs_dropout_prob": 0.1,
+  "bos_token_id": 0,
+  "eos_token_id": 2,
+  "finetuning_task": "word-level",
+  "gradient_checkpointing": false,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.1,
+  "hidden_size": 768,
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "layer_norm_eps": 1e-05,
+  "max_position_embeddings": 258,
+  "model_type": "roberta",
+  "num_attention_heads": 12,
+  "num_hidden_layers": 12,
+  "pad_token_id": 1,
+  "position_embedding_type": "absolute",
+  "tokenizer_class": "PhobertTokenizer",
+  "type_vocab_size": 1,
+  "vocab_size": 64001
+}

JointBERT-CRF_PhoBERTencoder/eval_dev_results.txt

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+***** Eval results *****
+ intent_acc = 0.984
+ loss = 0.7875628210604191
+ mean_intent_slot = 0.9723264354415622
+ semantic_frame_acc = 0.874
+ slot_f1 = 0.9606528708831245
+ slot_precision = 0.959254947613504
+ slot_recall = 0.9620548744892002

JointBERT-CRF_PhoBERTencoder/eval_test_results.txt

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+***** Eval results *****
+ intent_acc = 0.973124300111982
+ loss = 0.9325816652604512
+ mean_intent_slot = 0.9598045425009019
+ semantic_frame_acc = 0.8533034714445689
+ slot_f1 = 0.9464847848898217
+ slot_precision = 0.9445026178010472
+ slot_recall = 0.9484752891692955

JointBERT-CRF_PhoBERTencoder/events.out.tfevents.1617863943.d86fb58144ae.20305.0

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JointBERT-CRF_PhoBERTencoder/pytorch_model.bin

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JointBERT-CRF_PhoBERTencoder/training_args.bin

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