Neighborhood Variation
task
ID: neighborhoodvariation
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Predicting Word Embeddings Variability
AbstractNeural word embeddings models (such as those built with word2vec) are known to have stability problems: when retraining a model with the exact same hyperparameters, words neighborhoods may change. We …...