explosion spaCy Help-best-practices Discussions
Help: Best practices Discussions
Discuss best practices, tips and tricks
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You must be logged in to vote Best practices for text pre-processing using Spacy
feat / textcatFeature: Text Classifier feat / pipelineFeature: Processing pipeline and components -
You must be logged in to vote One annotation change corrupts entire model
feat / nerFeature: Named Entity Recognizer feat / trainingFeature: Training utils, Example, Corpus and converters -
You must be logged in to vote Training a model using multiple corpora
feat / trainingFeature: Training utils, Example, Corpus and converters -
You must be logged in to vote How can I contribute to Spacy ?
usageGeneral spaCy usage -
You must be logged in to vote Preprocessing textual data for text classification - a good idea?
usageGeneral spaCy usage feat / textcatFeature: Text Classifier -
You must be logged in to vote A named entity detection with approximate (Fuzzy) matching
feat / nerFeature: Named Entity Recognizer -
You must be logged in to vote Training Spacy Model: Train / Dev / Test - Datasets - rel_component
usageGeneral spaCy usage feat / trainingFeature: Training utils, Example, Corpus and converters -
You must be logged in to vote nlp evaluate for NER gives different result from span offset based evaluation
feat / nerFeature: Named Entity Recognizer perf / accuracyPerformance: accuracy -
You must be logged in to vote Confidence Scores for custom SpaCy NER Model
feat / nerFeature: Named Entity Recognizer feat / scorerFeature: Scorer -
You must be logged in to vote NER Use case - One token multiple entities
feat / nerFeature: Named Entity Recognizer feat / spancatFeature: Span Categorizer -
You must be logged in to vote textcat vs textcat_multilabel
feat / textcatFeature: Text Classifier feat / configFeature: Training config -
You must be logged in to vote Do you know the solution for this issue? ----> PT-PT vs PT-BR
lang / ptPortuguese language data and models -
You must be logged in to vote Is there any difference between
trainingtrain textcatof prodigy and spacy's train_textcat.py?Training and updating models feat / textcatFeature: Text Classifier -
You must be logged in to vote Is there a limit on the number of documents spaCy can handle?
perf / memoryPerformance: memory use -
You must be logged in to vote More information on transformers and hyperparameter tuning
feat / transformerFeature: Transformer -
You must be logged in to vote Rewriting text by changing sentence order
usageGeneral spaCy usage -
You must be logged in to vote Film script breakdown?
usageGeneral spaCy usage -
You must be logged in to vote How to compare the text of the email with the template?
usageGeneral spaCy usage -
You must be logged in to vote Improve large dictionary matching performance
feat / matcherFeature: Token, phrase and dependency matcher -
How to make NER more consistent? It catches and misses the same entities within the same text.
feat / nerFeature: Named Entity Recognizer -
Should we pass sentences that contain no entities when training NER model?
feat / nerFeature: Named Entity Recognizer -
Using Spacy to extract pharmaceutical active ingredients from madical notes
usageGeneral spaCy usage feat / matcherFeature: Token, phrase and dependency matcher -
Extracting Consumer information from 10-k text
feat / nerFeature: Named Entity Recognizer ✨ prodigyIssues related to using spaCy with the Prodigy annotation tool resolvedThe issue was addressed / answered
