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Questions - text-classification

TypeError : 'NoneType' object is not callable (XLNet Classifer)

I am trying to train my model using Tokenizer,Keras and TensorFlow. Code where I'm getting the error. from transformers import TFXLNetModel, XLNetTokenizer xlnet_model = 'xlnet-large-cased' xlnet_toke...
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amal

python

machine-learning

deep-learning

nlp

text-classification

Votes: 0

Answers: 1

Latest Answer

If you run the code you will first get this error: ImportError: XLNetTokenizer requires the SentencePiece library but it was not found in your environment. Checkout the instructions on the installati...
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Lomtrur

Classification report not working well while doing text classification with LSTM model

trying to get classification report with LSTM on data with text and label and this report states there is no 1's which is not true because the label consist of 0 and 1. here is the report result: nd h...
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Rubiya shoukat

python

text-classification

Votes: 0

Answers: 1

Latest Answer

This is an error of interpretation of the report: This report does say that there are instances with 1 as true label, you can see that from the column "support" which shows 164883 instances...
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Erwan

SpaCy - TextCategorizer - Bag Of Words: Is there a way to show the vectorized document?

I just trained and implemented a text categorizer using Space 3.0. Everything went smooth but I'd like to visualize the vectorized document ([13, 0, 0, 120..etc]) in order to better understand what fe...
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JackFener

python

nlp

spacy

text-classification

spacy-3

Votes: 0

Answers: 1

Latest Answer

In SpaCy you can use .vector to get the vector representation of a document. import spacy nlp = spacy.load("en_core_web_sm") doc1 = nlp("I like apples.") doc2 = nlp("I like b...
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ewz93

Multi-Class Document Classification with both known and un-known classes

Currently, I am building a multi-class document classifier which has to classify either 3 known classes, namely "Financial Report", "Insurance_Sheet", "Endorsement", and ...
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Quan Nguyen Ha

text-classification

multilabel-classification

multiclass-classification

document-classification

Votes: 0

Answers: 0

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