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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 🔮 Finding urls having semantic similarity
feat / vectorsFeature: Word vectors and similarity -
You must be logged in to vote 🔮 Problem on NER Training
invalidInvalid issues: typos, mistakes etc. -
🔮 CFG file for Training a custom NER in conjunction with web_trf transformer Spacy v3
duplicateIssues that have been reported before -
You must be logged in to vote 🔮 Training Data Sample for NER
feat / nerFeature: Named Entity Recognizer -
You must be logged in to vote 🔮 Train only NER component
usageGeneral spaCy usage trainingTraining and updating models feat / configFeature: Training config -
You must be logged in to vote 🔮 NER Overfitting word position in sentence
feat / nerFeature: Named Entity Recognizer perf / accuracyPerformance: accuracy -
You must be logged in to vote 🔮 Model at each component
feat / pipelineFeature: Processing pipeline and components -
You must be logged in to vote 🔮 Finding if a string/data is similar to the corpus
feat / vectorsFeature: Word vectors and similarity -
You must be logged in to vote 🔮 TorchBiLSTMEncoder RuntimeError due to dimension mismatch
feat / tok2vecFeature: Token-to-vector layer and pretraining -
You must be logged in to vote 🔮 Advice on custom segmentation
feat / senterFeature: Sentence Recognizer -
You must be logged in to vote 🔮 Finding the similarity for web scraped data
usageGeneral spaCy usage feat / nerFeature: Named Entity Recognizer -
You must be logged in to vote 🔮 Is it possible to change the tagging scheme for NER training?
feat / nerFeature: Named Entity Recognizer feat / scorerFeature: Scorer -
You must be logged in to vote 🔮 Does Spacy's Readability Calcs Work for Non-English European Languages?
third-partyThird-party packages and services -
You must be logged in to vote 🔮 NER model fails to detect if first word is an entity unless a non-whitespace character is added to the start of the text
feat / nerFeature: Named Entity Recognizer feat / transformerFeature: Transformer -
You must be logged in to vote 🔮 Will an EntityRuler label annotations affect the way a NER pipe checks if it's entities are right?
feat / nerFeature: Named Entity Recognizer -
You must be logged in to vote 🔮 Is the multitask tagger still predicts supertags?
feat / taggerFeature: Part-of-speech tagger -
You must be logged in to vote 🔮 EntityLinker architecture
feat / nelFeature: Named Entity linking -
You must be logged in to vote 🔮 Why doesn't the Textcat have a tok2vec?
feat / textcatFeature: Text Classifier -
You must be logged in to vote 🔮 Loss calculation for NER while training
feat / nerFeature: Named Entity Recognizer -
You must be logged in to vote 🔮 Using CPU in Colab?
usageGeneral spaCy usage third-partyThird-party packages and services gpuUsing spaCy on GPU -
You must be logged in to vote 🔮 Identical models being trained even with different parameters
trainingTraining and updating models feat / vectorsFeature: Word vectors and similarity feat / tok2vecFeature: Token-to-vector layer and pretraining -
You must be logged in to vote 🔮 How to force/guide NER detection to produce at least one guess ?
feat / nerFeature: Named Entity Recognizer feat / spancatFeature: Span Categorizer -
You must be logged in to vote 🔮 Overlapping entities
feat / nerFeature: Named Entity Recognizer -
You must be logged in to vote 🔮 Unable to extract common name as a named entity
lang / enEnglish language data and models feat / nerFeature: Named Entity Recognizer perf / accuracyPerformance: accuracy -
You must be logged in to vote 🔮 KeyError: "[E900] Could not run the full pipeline for evaluation.
feat / relFeature: Relation Extractor