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 Improve the accuracy of the NLP model through user interaction
trainingTraining and updating models -
You must be logged in to vote How train a textcat with 1000 labels?
feat / textcatFeature: Text Classifier -
You must be logged in to vote NER on large documents
trainingTraining and updating models v2spaCy v2.x -
You must be logged in to vote Does lemmatization of training data helps to improve real performance
trainingTraining and updating models feat / nerFeature: Named Entity Recognizer -
You must be logged in to vote What is the best way to segment sentences around newline characters?
perf / speedPerformance: speed -
You must be logged in to vote Custom tok2vec/word vectors with pretrained morphologizer and lemmatizer
feat / lemmatizerFeature: Rule-based and lookup lemmatization feat / morphologizerFeature: Morphologizer -
You must be logged in to vote Local context in NER training
feat / nerFeature: Named Entity Recognizer -
You must be logged in to vote Feature enhancement in large multi-label classification problem
feat / textcatFeature: Text Classifier -
You must be logged in to vote Batch Size for NER
trainingTraining and updating models feat / nerFeature: Named Entity Recognizer resolvedThe issue was addressed / answered -
You must be logged in to vote Is there a way to remove a particular entity from a knowledge base given their entity id?
feat / nelFeature: Named Entity linking -
You must be logged in to vote Best practices for NER training with new entity types
trainingTraining and updating models feat / nerFeature: Named Entity Recognizer -
You must be logged in to vote Training new entity without forgetting old ones
feat / nerFeature: Named Entity Recognizer resolvedThe issue was addressed / answered -
Is it possible to train a new label with 'en_core_web_trf' model
trainingTraining and updating models feat / nerFeature: Named Entity Recognizer feat / transformerFeature: Transformer -
You must be logged in to vote Adding new category to multi-label classification problem
trainingTraining and updating models feat / textcatFeature: Text Classifier -
You must be logged in to vote How to monitor nlp.evaluate progress?
usageGeneral spaCy usage -
You must be logged in to vote How to let Knowledge base works ignore upper/lower case
feat / nelFeature: Named Entity linking -
You must be logged in to vote NER on dates
feat / nerFeature: Named Entity Recognizer -
You must be logged in to vote How to add a custom attribute to entities in the knowledge base?
feat / nelFeature: Named Entity linking -
You must be logged in to vote EntityRuler and ent_id vs EntityLinker and kb_id
feat / nelFeature: Named Entity linking -
You must be logged in to vote Did an entity come from the EntityRuler or the EntityRecognizer?
feat / nerFeature: Named Entity Recognizer feat / nelFeature: Named Entity linking -
You must be logged in to vote trf French model and NER
feat / nerFeature: Named Entity Recognizer feat / transformerFeature: Transformer -
You must be logged in to vote low precision/recall on training a custom NER model for new entity using spacy
trainingTraining and updating models feat / nerFeature: Named Entity Recognizer -
You must be logged in to vote How to debug model's predictions?
feat / nelFeature: Named Entity linking -
You must be logged in to vote Some questions on best practices for NER
usageGeneral spaCy usage feat / nerFeature: Named Entity Recognizer -
You must be logged in to vote Training on GPU
trainingTraining and updating models gpuUsing spaCy on GPU
