explosion spaCy Help-model-advice Discussions
Help: Model Advice Discussions
Understanding a model's predictions and improving accuracy
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Rule based matching and thresholds / confidences ?
feat / matcherFeature: Token, phrase and dependency matcher -
You must be logged in to vote Creation of custom entity model using spacy and fine tuning using transformer
feat / nerFeature: Named Entity Recognizer feat / transformerFeature: Transformer -
You must be logged in to vote What is the best way to extract some paragraphs from pdf extracted text
usageGeneral spaCy usage -
You must be logged in to vote Multi-Language Model - which languages are included ?
lang / xxMulti-language data and models -
You must be logged in to vote Packaging nlp with coreferee
feat / serializeFeature: Serialization, saving and loading feat / corefFeature: Coreference resolution -
You must be logged in to vote Documentation for SparseLinear
docsDocumentation and website 🔮 thincspaCy's machine learning library Thinc feat / textcatFeature: Text Classifier -
You must be logged in to vote spancat shared architecture listeners not working as expected
feat / pipelineFeature: Processing pipeline and components feat / spancatFeature: Span Categorizer -
You must be logged in to vote en_core_web_trf - taking 10 secs to process text with 1000 words
perf / speedPerformance: speed feat / transformerFeature: Transformer -
You must be logged in to vote NLP entity recognition, un-annotated tokens and annotation text length
usageGeneral spaCy usage -
You must be logged in to vote Spancat Model optimizing performance and accuracy
feat / spancatFeature: Span Categorizer -
You must be logged in to vote Finding the best parameters
feat / trainingFeature: Training utils, Example, Corpus and converters -
You must be logged in to vote Understanding SpanCat's confidence scores
feat / scorerFeature: Scorer feat / spancatFeature: Span Categorizer -
You must be logged in to vote Understanding feature overwriting and the Morphologizer
feat / morphologizerFeature: Morphologizer -
You must be logged in to vote Relation Model Freezing Transformer
feat / configFeature: Training config feat / transformerFeature: Transformer -
You must be logged in to vote Document-Level Embeddings in Transformer Model
feat / transformerFeature: Transformer -
You must be logged in to vote divergence in token POS and TAG
usageGeneral spaCy usage feat / taggerFeature: Part-of-speech tagger -
You must be logged in to vote -
You must be logged in to vote spacy spancat pipeline performance improvement above texcat
feat / textcatFeature: Text Classifier perf / accuracyPerformance: accuracy feat / spancatFeature: Span Categorizer -
You must be logged in to vote Spancat, Textcat pipeline model training assistance
trainingTraining and updating models feat / textcatFeature: Text Classifier feat / spancatFeature: Span Categorizer -
You must be logged in to vote Question on feature assignment strategies for optimizing morphologizer
perf / accuracyPerformance: accuracy -
You must be logged in to vote How can I research my model?
docsDocumentation and website feat / nerFeature: Named Entity Recognizer -
You must be logged in to vote Automated Extraction of POS, TAG, and Dependency tags?
usageGeneral spaCy usage -
You must be logged in to vote Best way to gather relationships between entities (NER and REL models)
usageGeneral spaCy usage feat / nerFeature: Named Entity Recognizer feat / nelFeature: Named Entity linking -
You must be logged in to vote Question about using spacy pipline for NER, coref and relation extraction models
feat / pipelineFeature: Processing pipeline and components -
You must be logged in to vote Training Transformer CLI running but score stays 0.0
trainingTraining and updating models perf / accuracyPerformance: accuracy feat / transformerFeature: Transformer
