Topics tagged best-practices

Topic	Replies	Views	Activity
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.	31	13052	January 23, 2024
Custom database connection being reset to prodigy.json paramters database , custom , best-practices	2	42	December 17, 2024
Annotating strings without correct separation ner , best-practices	8	235	November 21, 2024
Productionising Prodigy datasets spacy , best-practices , azure , deployment	1	40	November 20, 2024
PDF OCR Image annotation metadata - feature suggestion? usage , best-practices	3	230	May 13, 2024
Looking for reference material on best practices for correctly interacting between model layers. best-practices	1	157	February 26, 2024
[Request] best practice for bootstrapping data for training partially new Named Entites? (and a question about PhraseMatcher ) usage , ner , spacy , best-practices , training	3	323	February 16, 2024
Review Process - Focus on specific label/tag best-practices , review , spancat	1	147	February 9, 2024
NLP - Span Categorization - compound words or wordsstucktogetherlikethis best-practices	1	212	February 8, 2024
Evaluation dataset + patterns usage , ner , best-practices	1	229	January 16, 2024
breaking down texts to sentences for textcat textcat , best-practices	2	374	December 13, 2023
Best practice for external LLM script to prodigy spancat import/launch usage , ner , best-practices , spancat	0	192	November 18, 2023
Help! I have duplicates or missing data: Best practices on accounting for annotations best-practices	6	724	September 13, 2023
How to use the review recipe on two datasets from two different Jupyter notebooks ner , best-practices	2	368	May 3, 2023
NER review datasets with partial overlap while keeping all texts usage , ner , best-practices , review	7	625	February 20, 2023
Prodigy Case Study: Posh Custom Prodigy Cloud Service best-practices	0	392	February 16, 2023
Extending SpaCy models with Prodigy to use detect new entity types ner , spacy , best-practices	1	699	February 7, 2023
Can one leverage zero-shot classifiers for textcat tasks? enhancement , textcat , best-practices , transformers	3	968	January 15, 2023
📺 Video: NER with Prodigy & Transfer Learning ner , project , best-practices	12	1831	January 9, 2023
Can you explain how exactly HashEmbed works ? spacy , thinc , best-practices	9	10826	October 31, 2022
Non binary active learning ner , best-practices	2	377	October 14, 2022
textcat.teach: how to exclude target dataset examples by hash, but auxiliary datasets by input? usage , textcat , best-practices	1	515	August 23, 2022
annotating special terms usage , ner , spacy , solved , best-practices	2	513	August 17, 2022
maximum video size for annotation usage , best-practices	1	401	August 17, 2022
Extracting data from PDFs using prodigy usage , solved , best-practices	2	1122	June 24, 2022
Comprehensive guide or course to model finetuning/training results spacy , solved , best-practices , training	2	502	June 23, 2022
understanding the different terminology in the command line output of a training pipeline ner , solved , best-practices , training	2	1982	June 20, 2022
what to do if train-curve shows slight decrease in last sample usage , best-practices , training	6	1132	June 8, 2022
Splitting bigger documents for NER usage , ner , best-practices	1	970	March 30, 2022
Best Approach for My Project ner , spacy , project , best-practices	3	668	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.