🤘 Lemmy3

Lemmy3 is an experimental fork of Lemmy

It has been refactored in object-oriented manner, the codebase is extended with type-hints and spacy-compatible serialization, and a simple frequency-based disambiguation method is added. The tool comes with a command line interface (lemmy) for training lemmatizer models.

Installation

To get started using the lemmatizer, install it from PyPI:

pip install lemmy3

Usage

To train a model one can use the packaged CLI. (Note that your data must be in CONLLU format)

lemmy train train.conllu model.bin

Evaluation of the model is simply possible by issuing the following command.

lemmy evaluate model.bin test.conllu

Using lemmy3 with spaCy

import lemmy

nlp.add_pipe("lemmy3", before="parser")