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	11793	January 23, 2024
Looking for reference material on best practices for correctly interacting between model layers. best-practices	1	84	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	124	February 16, 2024
Review Process - Focus on specific label/tag best-practices , review , spancat	1	80	February 9, 2024
NLP - Span Categorization - compound words or wordsstucktogetherlikethis best-practices	1	82	February 8, 2024
Evaluation dataset + patterns usage , ner , best-practices	1	158	January 16, 2024
breaking down texts to sentences for textcat textcat , best-practices	2	239	December 13, 2023
Best practice for external LLM script to prodigy spancat import/launch usage , ner , best-practices , spancat	0	126	November 18, 2023
Help! I have duplicates or missing data: Best practices on accounting for annotations best-practices	6	571	September 13, 2023
How to use the review recipe on two datasets from two different Jupyter notebooks ner , best-practices	2	295	May 3, 2023
NER review datasets with partial overlap while keeping all texts usage , ner , best-practices , review	7	508	February 20, 2023
Prodigy Case Study: Posh Custom Prodigy Cloud Service best-practices	0	312	February 16, 2023
Extending SpaCy models with Prodigy to use detect new entity types ner , spacy , best-practices	1	583	February 7, 2023
Can one leverage zero-shot classifiers for textcat tasks? enhancement , textcat , best-practices , transformers	3	866	January 15, 2023
📺 Video: NER with Prodigy & Transfer Learning ner , project , best-practices	12	1751	January 9, 2023
Can you explain how exactly HashEmbed works ? spacy , thinc , best-practices	9	10486	October 31, 2022
Non binary active learning ner , best-practices	2	326	October 14, 2022
textcat.teach: how to exclude target dataset examples by hash, but auxiliary datasets by input? usage , textcat , best-practices	1	425	August 23, 2022
annotating special terms usage , ner , spacy , solved , best-practices	2	445	August 17, 2022
maximum video size for annotation usage , best-practices	1	349	August 17, 2022
Extracting data from PDFs using prodigy usage , solved , best-practices	2	935	June 24, 2022
Comprehensive guide or course to model finetuning/training results spacy , solved , best-practices , training	2	409	June 23, 2022
understanding the different terminology in the command line output of a training pipeline ner , solved , best-practices , training	2	1552	June 20, 2022
what to do if train-curve shows slight decrease in last sample usage , best-practices , training	6	1032	June 8, 2022
Splitting bigger documents for NER usage , ner , best-practices	1	808	March 30, 2022
Best Approach for My Project ner , spacy , project , best-practices	3	577	March 10, 2022
from textcat.manual to textcat.teach usage , textcat , best-practices	1	518	February 13, 2022
labeling coreference task with 1-4 corefs per ~200-300 words paragraphs best-practices , coref	1	411	February 11, 2022
Annotate for NER and classification at the same time ner , best-practices	1	473	October 19, 2021
Problems integrating binary data into my model usage , ner , best-practices	3	528	July 29, 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.