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Are special tokens [CLS] [SEP] absolutely necessary while fine tuning BERT?

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#bert-language-model #named-entity-recognition #cls
384
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BERT NER Python

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#python #pytorch #bert-language-model #named-entity-recognition
7.5k
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Fine tuning of Bert word embeddings

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#python #pytorch #word-embedding #bert-language-model #language-model
419
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how to predict a masked word in a given sentence

Published on
#nlp #bert-language-model
961
Views

Batch size keeps on changin, throwing `Pytorch Value Error Expected: input batch size does not match target batch size`

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#python #pytorch #bert-language-model #huggingface-transformers
2.1k
Views

Huggingface BERT SequenceClassification - ValueError: too many values to unpack (expected 2)

Published on
#pytorch #classification #bert-language-model
886
Views

How do I train word embeddings within a large block of custom text using BERT?

Published on
#machine-learning #nlp #data-science #word-embedding #bert-language-model
2.3k
Views

what's the difference between "self-attention mechanism" and "full-connection" layer?

Published on
#pytorch #bert-language-model #transformer-model
201
Views

Convert dtype('<U13309') to string in python

Published on
#python #numpy #tensorflow #types #bert-language-model
865
Views

Can I add a layer of meta data in a text classification model?

Published on
#python #deep-learning #nlp #text-classification #bert-language-model
144
Views

My checkpoint albert files does not change when training

Published on
#nlp #training-data #bert-language-model #checkpoint #nlp-question-answering
75
Views

BERT zero layer fixed word embeddings

Published on
#pytorch #word-embedding #bert-language-model #huggingface-transformers #huggingface-tokenizers
141
Views

Tensorflow input for a series of (1, 512) tensors

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#python #tensorflow #shapes #word-embedding #bert-language-model
669
Views

Microsoft LayoutLM model error with huggingface

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#python-3.x #machine-learning #bert-language-model #huggingface-transformers #document-classification
2.5k
Views

BERT model classification with many classes

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#python #machine-learning #nlp #classification #bert-language-model
315
Views

Extracting BERT output from csv and convert back to model input

Published on
#python #bert-language-model
1.5k
Views

Transformers pipeline model directory

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#python #python-3.x #pipeline #bert-language-model #huggingface-transformers
370
Views

how does the BertModel know to skip attention_mask argument when applied to a single sentence?

Published on
#bert-language-model #attention-model
1.9k
Views

AttributeError: 'Tensor' object has no attribute 'size' pretrained bert

Published on
#python #tensorflow #keras #bert-language-model #pre-trained-model
32k
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The size of tensor a (707) must match the size of tensor b (512) at non-singleton dimension 1

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#python #tensorflow #pytorch #tokenize #bert-language-model

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