ner_conll03

🪐 Weasel Project: Named Entity Recognition (CoNLL-2003)

📋 project.yml

The project.yml defines the data assets required by the project, as well as the available commands and workflows. For details, see the Weasel documentation.

⏯ Commands

The following commands are defined by the project. They can be executed using weasel run [name]. Commands are only re-run if their inputs have changed.

Command	Description
corpus	Convert the data to spaCy's format
vectors	Convert, truncate and prune the vectors.
train	Train the full pipeline
evaluate	Evaluate on the test data and save the metrics
clean	Remove intermediate files

⏭ Workflows

The following workflows are defined by the project. They can be executed using weasel run [name] and will run the specified commands in order. Commands are only re-run if their inputs have changed.

Workflow	Steps
all	vectors → corpus → train → evaluate

🗂 Assets

The following assets are defined by the project. They can be fetched by running weasel assets in the project directory.

File	Source	Description
assets/vectors.zip	URL	GloVe vectors
assets/conll2003/dev.iob	Local	Development data (not available publicly so you have to add the file yourself)
assets/conll2003/test.iob	Local	Test data (not available publicly so you have to add the file yourself)
assets/conll2003/train.iob	Local	Training data (not available publicly so you have to add the file yourself)
assets/orth_variants.json	URL	A file containing orth variants for data augmentation