most citedEmpirical Evaluation of Pre-trained Transformers for Human-Level NLP: The Role of Sample Size and Dimensionality

46 citations · 46 across the 1 of their papers we have counts for

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cs.CL2021★ 46 cited

Empirical Evaluation of Pre-trained Transformers for Human-Level NLP: The Role of Sample Size and Dimensionality

Adithya V Ganesan, Matthew Matero, Aravind Reddy Ravula +2

In human-level NLP tasks, such as predicting mental health, personality, or demographics, the number of observations is often smaller than the standard 768+ hidden state sizes of e…