portuguese-bert
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neuralmind-ai
Portuguese pre-trained BERT models
Hi, Did you implement any way to measure ROC AUC score for NER? If not, why? I'm trying to figure out how to add this metric to the code... Thanks...
When I run the command: run_bert_harem.py" --bert_model C:/bert-base-portuguese-cased --labels_file data/classes-selective.txt --do_train --train_file data/FirstHAREM-selective-train.json --valid_file data/FirstHAREM-selective-dev.json --freeze_bert --pooler sum --no_crf --num_train_epochs 100 --per_gpu_train_batch_size 2 --gradient_accumulation_steps 8 --do_eval --eval_file data/MiniHAREM-selective.json --output_dir output_bert-lstm_selective...
Hi, Thanks for the good job! Is it possible to use these models with spaCy 3.0? Is there some recipe to this use? (actually the spaCy page about Transformers is...
I would like to know how I can use this template as in the example below ` class DCNNBERTEmbedding(tf.keras.Model): def __init__(self, nb_filters=50, FFN_units=512, nb_classes=2, dropout_rate=0.1, name="dcnn"): super(DCNNBERTEmbedding, self).__init__(name=name) # Layer...
I checked out the code, where you said : ``` # 1- the CRF package assumes the mask tensor cannot have interleaved # zeros and ones. In other words, the...
Hi Again, thank you for the amazing work! I wonder in NER task, for cases like O->I, Should I manually set the corresponding entries in the transition probability matrix to...
Hi I would like to thank you for the model, I am working on my graduation project from your trained model, which I will clearly quote to you, I am...
Hi, I faced an issue with the tokenizer while tokenizing text that start from `q`. I found that `q` is missing from vocab.txt file. (`Q` is present.) > tokenizer.tokenize('q qnm')...
bert-crf
Hello in this part of your code in bertcrf class (forward fn), you write it is for pass the first token but i don't understand how this hanpped (and the...
Hello, congratulations on your work. How could someone reproduce the STS experiments?
