flair
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flairNLP
A very simple framework for state-of-the-art Natural Language Processing (NLP)
I was trying to train FLAIR for NER and i had this bug. File "FLAIR1.py", line 37, in trainer.train('resources/taggers/example-ner',learning_rate=0.1,mini_batch_size=16,max_epochs=10,main_evaluation_metric=("macro avg", "f1-score"),embeddings_storage_mode="cpu") File "flair/trainers/trainer.py", line 624, in train dev_eval_result = self.model.evaluate(...
Hello, I want to make a model in Spanish, I have seen that there is a ner model of flair in Spanish, I would like to know if it is...
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Hi can you please add apex=True as a parameter for training TARS also? I have seen it enabled for other models as described here: https://github.com/flairNLP/flair/pull/934#issuecomment-516775884 If such a feature already...
Hello all, we now have another **position for a PhD candidate** available! It is a full-time and fully paid research associate position in my group, intended for persons with a...
since some refactoring, NER labels will be added as span labels instead of following the BIO or BIOES tagging shemas. This PR updates the JsonlCorpus to follow the newer way...
I have understood how to classify one sentence's sentiments from '''TextClassifier.load('sentiment-fast')''' However, how can I do multiple sentences for their separate sentiments for having a fast processing speed? I know...
I observe that stacking one embedding with the other sometimes leads to lower accuracy than the individual. I am working on low-resource Indian languages. When I use stacked embedding -...
Hi, I was trying to use scibert as a base model in Flair. But I am facing the error "The expanded size of the tensor (827) must match the existing...
Hi there, I am trying to train an NER tagger on my own data. In the docs there does not seem to be worked out examples of using flair to...
