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skweak: A software toolkit for weak supervision applied to NLP tasks

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![image](https://user-images.githubusercontent.com/87650861/176379005-a72ea0d0-86e2-4c02-8195-938dc0e0b177.png) I am using Skweak Multilabel for classification and I am getting the following error message - **RuntimeError: No valid state found at position 0** I aggregated LFs using CombinedAnnotator,...

[Spacy 3.1](https://spacy.io/usage/v3-1#spancategorizer) introduced a new categorizer for spans of text. Could skweak be extended for handle a tokens being part of multiple labeled spans?

Contains method throws exception when case_sensitive=False. All the tests pass after this change

Right now, `skweak` supports two main types of NLP tasks: (token-level) sequence labelling and text classification. Both rests on the idea that labelling functions associate labels to *text spans*, and...

enhancement

Hello, thank you for sharing this repo. Do you have plans for providing capability for a regression-based outcome? Something along the lines of fine-grained sentiment on a scale from 1-5?

enhancement

Including options in display_entities and creating a new function to export to HTML export_entities. The export entities is reusing all code from display_entities. A refactor might be necessary but sometimes...

This is enhance request for **display_entities** can be a bit more flexible if you include`options={}` as part of their parameters. Ex: `def display_entities(doc: Doc, layer=None, add_tooltip=False, options={}):` then fix the...

This PR is going to fix two issues when using this library - Unable to serialize the list of Tuple variables. Converting it to list of dict ``` File [~/.venv/lib/python3.9/site-packages/spacy/tokens/_serialize.py:154],...

StepByStep.ipynb in both NER and SA don't work anymore, please update it.

For applying labelling functions, it is mentioned that we need to use `annotator(doc)`. But I could not find where to import the annotator module.