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explosion spaCy Help-model-advice Discussions
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🔮 Help: Model Advice Discussions
Understanding a model's predictions and improving accuracy
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You must be logged in to vote 🔮 Inconsistent model training across different computers
feat / nerFeature: Named Entity Recognizer reproducibilityConsistency, reproducibility, determinism, and randomness -
You must be logged in to vote 🔮 Training a model for multiple tasks on a dataset with missing values
trainingTraining and updating models feat / nerFeature: Named Entity Recognizer feat / taggerFeature: Part-of-speech tagger feat / lemmatizerFeature: Rule-based and lookup lemmatization feat / transformerFeature: Transformer -
You must be logged in to vote 🔮 Performance by named entity category of spacy/en_core_web_trf
docsDocumentation and website perf / accuracyPerformance: accuracy -
You must be logged in to vote 🔮 Huge losses while Training Spacy Custom Model
feat / nerFeature: Named Entity Recognizer feat / trainingFeature: Training utils, Example, Corpus and converters -
You must be logged in to vote 🔮 LOSS is skyrocketing when trying to train a NER classifier with transformers
feat / nerFeature: Named Entity Recognizer lang / ukUkrainian language data and models feat / transformerFeature: Transformer -
You must be logged in to vote 🔮 Need help understanding results from text_categorizer
third-partyThird-party packages and services feat / textcatFeature: Text Classifier -
You must be logged in to vote 🔮 Cant figure out why my model is not accurate
trainingTraining and updating models more-info-neededThis issue needs more information perf / accuracyPerformance: accuracy -
You must be logged in to vote 🔮 Very high losses when training a custom NER in SpaCy v3.2
perf / accuracyPerformance: accuracy -
You must be logged in to vote 🔮 Does it make sense to change the # hidden layers of a pretrained transformer?
feat / trainingFeature: Training utils, Example, Corpus and converters feat / transformerFeature: Transformer -
You must be logged in to vote 🔮 Training NER model with a frozen transformer
feat / nerFeature: Named Entity Recognizer feat / trainingFeature: Training utils, Example, Corpus and converters feat / transformerFeature: Transformer -
You must be logged in to vote 🔮 Model training using M1 metal gpu.
gpuUsing spaCy on GPU plat / m1Apple M1 architecture support -
You must be logged in to vote 🔮 NER for partially annotated documents
feat / nerFeature: Named Entity Recognizer -
You must be logged in to vote 🔮 Differences between Spacy3 and Spacy2 in NER
feat / nerFeature: Named Entity Recognizer v2spaCy v2.x -
You must be logged in to vote 🔮 POS tagging inconsistent with length for french transformer model
feat / taggerFeature: Part-of-speech tagger perf / accuracyPerformance: accuracy -
You must be logged in to vote 🔮 Extending training of an existing SpaCy model for NER
feat / nerFeature: Named Entity Recognizer -
You must be logged in to vote 🔮 SpanCategorizer confidence scores are equal for all spans.
feat / pipelineFeature: Processing pipeline and components feat / tok2vecFeature: Token-to-vector layer and pretraining -
You must be logged in to vote 🔮 Norwegian tagging is wrong (both large and small model)?
lang / nbNorwegian (Bokmål) language data and models -
🔮 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