Time Series Performance Degradation

metric ID: timeseriesperformancedegradation

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Semantic Shift Stability: Efficient Way to Detect Performance Degradation of Word Embeddings and Pre-trained Language Models

Authors: nan

Publication: TIPSTER (2022)

DOI: nan

AbstractWord embeddings and pre-trained language models have become essential technical elements in natural language processing. While the general practice is to use or fine-tune publicly available models, there are significant …...

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