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 KeyError: "[E900] Could not run the full pipeline for evaluation.
feat / relFeature: Relation Extractor -
You must be logged in to vote Removing and Adding new entity labels to en_core_web_lg
feat / nerFeature: Named Entity Recognizer -
You must be logged in to vote Multi-lunguage models
lang / xxMulti-language data and models -
You must be logged in to vote Is there such a thing as too much training data?
trainingTraining and updating models -
You must be logged in to vote Differing NER Results when Disabling Pipeline Components
feat / nerFeature: Named Entity Recognizer -
You must be logged in to vote improve custom trained models
trainingTraining and updating models -
You must be logged in to vote Pretrain epoch loss strange behaviour
feat / tok2vecFeature: Token-to-vector layer and pretraining -
You must be logged in to vote VERB recognised as AUX in simple sentence with en_core_web_* models
lang / enEnglish language data and models -
You must be logged in to vote how to replicate the training of one of spacy's pipelines
lang / frFrench language data and models perf / accuracyPerformance: accuracy -
You must be logged in to vote recall and f1-score is pretty low (~0.65) for unseen instances of custom entity on transfer-learned model.
feat / nerFeature: Named Entity Recognizer perf / accuracyPerformance: accuracy -
You must be logged in to vote NER assigning incorrect entity type
feat / nerFeature: Named Entity Recognizer -
You must be logged in to vote can we train Spacy to summarize text ?
usageGeneral spaCy usage -
You must be logged in to vote Using static vectors with text categorization model
feat / textcatFeature: Text Classifier feat / vectorsFeature: Word vectors and similarity -
You must be logged in to vote Fine tuning Vs. Training Spacy NER
feat / nerFeature: Named Entity Recognizer -
You must be logged in to vote Overfitted model
more-info-neededThis issue needs more information perf / accuracyPerformance: accuracy -
You must be logged in to vote Improving spacy NER performance
feat / nerFeature: Named Entity Recognizer perf / accuracyPerformance: accuracy -
You must be logged in to vote How are KnowledgeBase entity_vectors used?
feat / nelFeature: Named Entity linking -
You must be logged in to vote can spacy be trained to tell if a name is a seller or buyer?
usageGeneral spaCy usage -
You must be logged in to vote Best settings for speed in transformer/NER model in cloud GPU
trainingTraining and updating models feat / nerFeature: Named Entity Recognizer perf / speedPerformance: speed feat / transformerFeature: Transformer -
You must be logged in to vote NER plus Relationship Extraction (RE) on document
feat / nerFeature: Named Entity Recognizer feat / relFeature: Relation Extractor -
You must be logged in to vote Entity Relation disambiguation: Who *helps* and who *is helped*?
usageGeneral spaCy usage -
You must be logged in to vote Trying to understand the way to use spancat on top of pretrained NER model(en core web sm).
✨ prodigyIssues related to using spaCy with the Prodigy annotation tool feat / spancatFeature: Span Categorizer -
You must be logged in to vote spancat - only one label being learned
trainingTraining and updating models feat / spancatFeature: Span Categorizer -
You must be logged in to vote SpanCategorizer: SPAN context vs content
feat / spancatFeature: Span Categorizer -
You must be logged in to vote Age as date?
feat / nerFeature: Named Entity Recognizer
