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Brandon Lwowski

2 accepted papers

2022

Measuring Geographic Performance Disparities of Offensive Language Classifiers

COLING 2022main

Text classifiers are applied at scale in the form of one-size-fits-all solutions. Nevertheless, many studies show that classifiers are biased regarding different languages and dialects. When measuring and discovering these biases, some gaps present themselves and should be addressed. First, “Does la…

Cited by 5SourcePDFScholar
2020

An Empirical Study of the Downstream Reliability of Pre-Trained Word Embeddings

COLING 2020main

While pre-trained word embeddings have been shown to improve the performance of downstream tasks, many questions remain regarding their reliability: Do the same pre-trained word embeddings result in the best performance with slight changes to the training data? Do the same pre-trained embeddings per…