Topics tagged best-practices

Topic	Replies	Views	Activity
Annotation Flowchart: Named Entity Recognition Uncategorized ner , project , best-practices Just shared this on Twitter – if you find flowcharts like this useful, I'm happy to make more :smiley: Updated on October 18, 2022: New versions of the NER flowcharts! See our Twitter thread for more details.	26	13353	January 23, 2024
Custom database connection being reset to prodigy.json paramters Uncategorized database , custom , best-practices	2	66	December 17, 2024
Annotating strings without correct separation Uncategorized ner , best-practices	8	311	November 21, 2024
Productionising Prodigy datasets Uncategorized spacy , best-practices , azure , deployment	1	57	November 20, 2024
PDF OCR Image annotation metadata - feature suggestion? Uncategorized usage , best-practices	3	281	May 13, 2024
Looking for reference material on best practices for correctly interacting between model layers. Uncategorized best-practices	1	171	February 26, 2024
[Request] best practice for bootstrapping data for training partially new Named Entites? (and a question about PhraseMatcher ) Uncategorized usage , ner , spacy , best-practices , training	3	360	February 16, 2024
Review Process - Focus on specific label/tag Uncategorized best-practices , review , spancat	1	172	February 9, 2024
NLP - Span Categorization - compound words or wordsstucktogetherlikethis Uncategorized best-practices	1	236	February 8, 2024
Evaluation dataset + patterns Uncategorized usage , ner , best-practices	1	245	January 16, 2024
breaking down texts to sentences for textcat Uncategorized textcat , best-practices	2	405	December 13, 2023
Best practice for external LLM script to prodigy spancat import/launch Uncategorized usage , ner , best-practices , spancat	0	204	November 18, 2023
Help! I have duplicates or missing data: Best practices on accounting for annotations Uncategorized best-practices	6	842	September 13, 2023
How to use the review recipe on two datasets from two different Jupyter notebooks Uncategorized ner , best-practices	2	399	May 3, 2023
NER review datasets with partial overlap while keeping all texts Uncategorized usage , ner , best-practices , review	7	675	February 20, 2023
Prodigy Case Study: Posh Custom Prodigy Cloud Service Uncategorized best-practices	0	415	February 16, 2023
Extending SpaCy models with Prodigy to use detect new entity types Uncategorized ner , spacy , best-practices	1	732	February 7, 2023
Can one leverage zero-shot classifiers for textcat tasks? Uncategorized enhancement , textcat , best-practices , transformers	3	995	January 15, 2023
📺 Video: NER with Prodigy & Transfer Learning Uncategorized ner , project , best-practices	10	1897	January 9, 2023
Can you explain how exactly HashEmbed works ? Uncategorized spacy , thinc , best-practices	9	10902	October 31, 2022
Non binary active learning Uncategorized ner , best-practices	2	403	October 14, 2022
textcat.teach: how to exclude target dataset examples by hash, but auxiliary datasets by input? Uncategorized usage , textcat , best-practices	1	535	August 23, 2022
annotating special terms Uncategorized usage , ner , spacy , solved , best-practices	2	541	August 17, 2022
maximum video size for annotation Uncategorized usage , best-practices	1	418	August 17, 2022
Extracting data from PDFs using prodigy Uncategorized usage , solved , best-practices	2	1155	June 24, 2022
Comprehensive guide or course to model finetuning/training results Uncategorized spacy , solved , best-practices , training	2	533	June 23, 2022
understanding the different terminology in the command line output of a training pipeline Uncategorized ner , solved , best-practices , training	2	2023	June 20, 2022
what to do if train-curve shows slight decrease in last sample Uncategorized usage , best-practices , training	6	1190	June 8, 2022
Splitting bigger documents for NER Uncategorized usage , ner , best-practices	1	991	March 30, 2022
Best Approach for My Project Uncategorized ner , spacy , project , best-practices	3	712	March 10, 2022

Annotation Flowchart: Named Entity Recognition

ner , project , best-practices

Just shared this on Twitter – if you find flowcharts like this useful, I'm happy to make more :smiley: Updated on October 18, 2022: New versions of the NER flowcharts! See our Twitter thread for more details.