explosion spaCy Help-model-advice Discussions
Help: Model Advice Discussions
Understanding a model's predictions and improving accuracy
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You must be logged in to vote pretraining to init_tok2vec (textcat) - ValueError: Cannot deserialize model: mismatched structure
trainingTraining and updating models feat / tok2vecFeature: Token-to-vector layer and pretraining feat / configFeature: Training config -
You must be logged in to vote Custom Sentencer causes poor ner training performance
feat / nerFeature: Named Entity Recognizer -
You must be logged in to vote Training own NER model from zero
usageGeneral spaCy usage feat / nerFeature: Named Entity Recognizer -
You must be logged in to vote Why rel_component project's output score is different than f-score?
trainingTraining and updating models feat / scorerFeature: Scorer -
You must be logged in to vote en_core_web_lg vs en_core_web_trf
feat / senterFeature: Sentence Recognizer feat / transformerFeature: Transformer -
You must be logged in to vote Tensorflow Wrapping
modelsIssues related to the statistical models third-partyThird-party packages and services -
You must be logged in to vote Relation Extraction rel_model backprop problem with duplicate entities
feat / relFeature: Relation Extractor -
You must be logged in to vote Getting Started to "Train a New Model for Accuracy"
usageGeneral spaCy usage trainingTraining and updating models -
You must be logged in to vote Custom spaCy NER model not making expected predictions
trainingTraining and updating models feat / nerFeature: Named Entity Recognizer -
You must be logged in to vote Training a custom NER model using a pre-existing model (en_core_web_sm)
trainingTraining and updating models feat / nerFeature: Named Entity Recognizer -
You must be logged in to vote Trying to add doc.sents to rel_component example's get_instances function
feat / relFeature: Relation Extractor -
You must be logged in to vote Tok2vec, OOV and static vectors...again
modelsIssues related to the statistical models feat / tok2vecFeature: Token-to-vector layer and pretraining -
You must be logged in to vote Poor performance of Spacy Model
feat / spancatFeature: Span Categorizer -
You must be logged in to vote coref debugging?
usageGeneral spaCy usage feat / corefFeature: Coreference resolution -
You must be logged in to vote Pretrain with transformers
feat / tok2vecFeature: Token-to-vector layer and pretraining feat / transformerFeature: Transformer -
You must be logged in to vote Deeper Understanding on POS-Tags and their differences between models
lang / enEnglish language data and models lang / deGerman language data and models modelsIssues related to the statistical models -
You must be logged in to vote How to include context around a span into span categorization (label).
feat / pipelineFeature: Processing pipeline and components feat / spancatFeature: Span Categorizer -
You must be logged in to vote Making own/new NER model from the scratch
usageGeneral spaCy usage feat / nerFeature: Named Entity Recognizer -
You must be logged in to vote How to improve GPU memory usage of SpanCat
gpuUsing spaCy on GPU perf / memoryPerformance: memory use feat / spancatFeature: Span Categorizer -
You must be logged in to vote Reusing transformer weights for custom NER leads to bad performance
feat / transformerFeature: Transformer -
You must be logged in to vote Zero score for Spancat - debug data looks to be fine
feat / cliFeature: Command-line interface feat / spancatFeature: Span Categorizer -
You must be logged in to vote Some problematic postag predictions of spacy - when there is punctuation
feat / taggerFeature: Part-of-speech tagger -
You must be logged in to vote Unexpected textcat cat scores
feat / textcatFeature: Text Classifier -
You must be logged in to vote Retrain model
trainingTraining and updating models -
You must be logged in to vote Model is predicting extra labels?
modelsIssues related to the statistical models
