best-practices

Topic Replies Activity
Annotation Flowchart: Named Entity Recognition

Just shared this on Twitter ā€“ if you find flowcharts like this useful, Iā€™m happy to make more :smiley:

15 February 7, 2020
How to use Prodigy for NER labelling as a team? 3 January 31, 2020
Prodigy ner.batch-train vs Spacy train 12 January 27, 2020
Nested labels for NER 16 January 27, 2020
Evaluation of rule-based matching 4 January 22, 2020
Model/Workflow for target-dependent sentiment analysis. 3 January 21, 2020
Prodigy to Spacy Guide 5 January 13, 2020
Ambiguity in NE tagging 5 December 2, 2019
NER for differentiating between actual entities and conditional or hypothetical entities 4 November 19, 2019
Training, pretraining best practices and deeper understanding 4 October 24, 2019
Understanding stock entity types and their application 6 September 30, 2019
NER Training for Corporate Names 23 September 4, 2019
Providing NER token spans only (no character offsets) 3 August 12, 2019
Can you explain how exactly HashEmbed works ? 5 July 25, 2019
Work Flow for extending an NER model with new entity types 2 June 1, 2019
What is the optimum amount of entity labels? 3 May 8, 2019
Determining the best annotation pipeline for our scenario 6 April 29, 2019
NER overlapping datasets, meaning of lack of annotation 2 April 25, 2019
Generic or specific entities and multilabel text categorization 2 April 22, 2019
NER - Multi-entity and proper use of datasets 3 February 7, 2019
Text Categorization at Document level 4 February 6, 2019
Extracting current and prior company affiliations from bios 5 February 1, 2019
Address entity recognition from a resume/CV 3 January 18, 2019
Few Questions related to a Danish NER system using prodigy 3 January 15, 2019
Fact extraction for earnings news 7 December 11, 2018
Best way to annotate data with Prodigy for joint intent-slot filling (IOB format) Tensorflow model 2 November 20, 2018
active learning + two token entities: should I reject OR accept partially correct predictions at the beginning of learning? 3 November 8, 2018
Placing Data in One Dataset 7 November 6, 2018
Understanding ner.batch-train stats 8 October 26, 2018
Annotation strategy for gold-standard data 6 October 26, 2018