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	12543	January 23, 2024
PDF OCR Image annotation metadata - feature suggestion? usage , best-practices	3	177	May 13, 2024
Looking for reference material on best practices for correctly interacting between model layers. best-practices	1	133	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	282	February 16, 2024
Review Process - Focus on specific label/tag best-practices , review , spancat	1	130	February 9, 2024
NLP - Span Categorization - compound words or wordsstucktogetherlikethis best-practices	1	185	February 8, 2024
Evaluation dataset + patterns usage , ner , best-practices	1	208	January 16, 2024
breaking down texts to sentences for textcat textcat , best-practices	2	323	December 13, 2023
Best practice for external LLM script to prodigy spancat import/launch usage , ner , best-practices , spancat	0	181	November 18, 2023
Help! I have duplicates or missing data: Best practices on accounting for annotations best-practices	6	685	September 13, 2023
How to use the review recipe on two datasets from two different Jupyter notebooks ner , best-practices	2	351	May 3, 2023
NER review datasets with partial overlap while keeping all texts usage , ner , best-practices , review	7	568	February 20, 2023
Prodigy Case Study: Posh Custom Prodigy Cloud Service best-practices	0	349	February 16, 2023
Extending SpaCy models with Prodigy to use detect new entity types ner , spacy , best-practices	1	672	February 7, 2023
Can one leverage zero-shot classifiers for textcat tasks? enhancement , textcat , best-practices , transformers	3	947	January 15, 2023
📺 Video: NER with Prodigy & Transfer Learning ner , project , best-practices	12	1802	January 9, 2023
Can you explain how exactly HashEmbed works ? spacy , thinc , best-practices	9	10690	October 31, 2022
Non binary active learning ner , best-practices	2	370	October 14, 2022
textcat.teach: how to exclude target dataset examples by hash, but auxiliary datasets by input? usage , textcat , best-practices	1	497	August 23, 2022
annotating special terms usage , ner , spacy , solved , best-practices	2	493	August 17, 2022
maximum video size for annotation usage , best-practices	1	393	August 17, 2022
Extracting data from PDFs using prodigy usage , solved , best-practices	2	1048	June 24, 2022
Comprehensive guide or course to model finetuning/training results spacy , solved , best-practices , training	2	469	June 23, 2022
understanding the different terminology in the command line output of a training pipeline ner , solved , best-practices , training	2	1892	June 20, 2022
what to do if train-curve shows slight decrease in last sample usage , best-practices , training	6	1106	June 8, 2022
Splitting bigger documents for NER usage , ner , best-practices	1	913	March 30, 2022
Best Approach for My Project ner , spacy , project , best-practices	3	647	March 10, 2022
from textcat.manual to textcat.teach usage , textcat , best-practices	1	567	February 13, 2022
labeling coreference task with 1-4 corefs per ~200-300 words paragraphs best-practices , coref	1	475	February 11, 2022
Annotate for NER and classification at the same time ner , best-practices	1	516	October 19, 2021

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.