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I repeatedly run into the following error on one of my machines:
`
Traceback (most recent call last):
File "/var/www/scminer/live_extractor/views.py", line 138, in process_text
tagger = Fl…
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Hello. I can't figure out how to send some training parameters to the TextClassifierParamSelector. Specifically, I can't pass embeddings_storage_mode= 'gpu'.
How do you do this? Thanks.
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Following the instructions on https://github.com/zalandoresearch/flair/blob/master/resources/docs/TUTORIAL_3_WORD_EMBEDDING.md I tried to user FastTextEmbedddings. While I was able to use all other ty…
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how can we extract a final sentence embedding using bert?
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Hi,
based on this [great blog post](https://medium.com/huggingface/distilbert-8cf3380435b5) about model "distillation" and an implementation in PyTorch-Transformers, we can easily support the so ca…
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I would like to train **NER** model.
I have read that flair ner uses **Bi-LSTM-CRF** under the hood. Is there any paper that describes it? Is that the same with Bi-LSTM-CRF mentioned in other papers…
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Trying to explore the contxtual side of Flair embeddings with a simple example:
```
# your query
query = 'The capital of Washington'
# some texts
sentences = [
'George Washington address…
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Documentation for the following embeddings should be added:
* `BertEmbeddings`
* `OpenAIGPTEmbeddings`
* `OpenAIGPT2Embeddings`
* `TransformerXLEmbeddings`
* `XLNetEmbeddings`
* `XLMEmbeddings…
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After executing the following codes:
'''
from flair.models import SequenceTagger
tagger = SequenceTagger.load('multi-ner')
print(tagger)
'''
I got this error:
'''
AttributeError: 'WordEmbeddin…
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Hi,
the upcoming 1.0 version of `pytorch-pretrained-bert` will introduce several API changes, new models and even a name change to `pytorch-transformers`.
After the final 1.0 release, `flair` co…