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 Lemmatization when Code Switching
feat / lemmatizerFeature: Rule-based and lookup lemmatization -
You must be logged in to vote Recognizing concatenated entities
feat / nerFeature: Named Entity Recognizer feat / tokenizerFeature: Tokenizer -
You must be logged in to vote Training pipelines (tok, lem, morph, parse) together or separately?
feat / tok2vecFeature: Token-to-vector layer and pretraining -
You must be logged in to vote NumPy as np?
metaMeta topics, e.g. repo organisation and issue management -
You must be logged in to vote Not able to train model on long spans
trainingTraining and updating models feat / spancatFeature: Span Categorizer feat / spanfinderFeature: Span Finder -
You must be logged in to vote spacy annotations!
trainingTraining and updating models feat / nerFeature: Named Entity Recognizer -
You must be logged in to vote IndexError: [E035] Error creating span with start 2 and end 1 for Doc of length 8.
usageGeneral spaCy usage feat / docFeature: Doc, Span and Token objects -
You must be logged in to vote Need help in understanding spacy debug data output
usageGeneral spaCy usage feat / cliFeature: Command-line interface -
You must be logged in to vote Limiting Memory Consumption
gpuUsing spaCy on GPU perf / memoryPerformance: memory use scalingScaling, serving and parallelizing spaCy -
You must be logged in to vote Detect SI Units in a language
usageGeneral spaCy usage -
You must be logged in to vote -
You must be logged in to vote Can token vectors be used for word sense disambiguation?
feat / vectorsFeature: Word vectors and similarity -
You must be logged in to vote Evaluation scores for spancat model
feat / scorerFeature: Scorer feat / spancatFeature: Span Categorizer -
You must be logged in to vote Large Dataset vs Small Dataset
trainingTraining and updating models -
You must be logged in to vote How to merge two trained model into one model?
usageGeneral spaCy usage feat / cliFeature: Command-line interface -
You must be logged in to vote Upload / save model as a package and re-use in other repos
scalingScaling, serving and parallelizing spaCy -
You must be logged in to vote Best practice for setting custom stop word list non-globally
feat / miscFeature: Miscellaneous API -
You must be logged in to vote Upgrading from static vectors to contextual vectors
usageGeneral spaCy usage feat / vectorsFeature: Word vectors and similarity -
You must be logged in to vote Integrate Entity Ruler with Span Marker model
third-partyThird-party packages and services feat / spanrulerFeature: Entity and span ruler -
You must be logged in to vote -
You must be logged in to vote In the en_core_web_trf model, using the entity_linker, the training loss does not decrease
feat / nelFeature: Named Entity linking feat / transformerFeature: Transformer -
You must be logged in to vote Hindi Stopwords Removeing
usageGeneral spaCy usage -
You must be logged in to vote The best way to combine
feat / pipelineen_coreference_web_trfwithen_core_web_trfin a single pipelineFeature: Processing pipeline and components feat / corefFeature: Coreference resolution feat / transformerFeature: Transformer -
You must be logged in to vote Dumb Question - overview
usageGeneral spaCy usage -
You must be logged in to vote Incorporating PoS information explicitly for the
trainingedit_tree_lemmatizerTraining and updating models feat / configFeature: Training config
