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Word Embeddings Sustainability Analysis Toolkit

Tools for analyzing your word embeddings model sustainability on different word transformations such as removing/inserting or shuffling characters

Requirements

python, numpy, matplotlib, seaborn, fasttext (or any embedding model)

About

Analysis of word embeddings robustness to noise, transformations, and perturbations. Measures how different modifications (character swaps, insertions, deletions) affect embedding stability.

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