[PDF][PDF] Predict the Next Word:< Humans Exhibit Uncertainty in this Task and Language Models _>
Abstract Language models (LMs) are statistical models trained to assign probability to
humangenerated text. As such, it is reasonable to question whether they approximate …
humangenerated text. As such, it is reasonable to question whether they approximate …
Pan-Arctic sea ice concentration from SAR and passive microwave
Arctic sea ice monitoring is a fundamental prerequisite for anticipating and mitigating the
impacts of climate change. Satellite-based sea ice observations have been subject to …
impacts of climate change. Satellite-based sea ice observations have been subject to …
Predict the Next Word
Language models (LMs) are statistical models trained to assign probability to human-
generated text. As such, it is reasonable to question whether they approximate linguistic …
generated text. As such, it is reasonable to question whether they approximate linguistic …
A survey on confidence calibration of deep learning under class imbalance data
Confidence calibration in classification models, a technique to achieve accurate posterior
probability estimation for classification results, is crucial for assessing the likelihood of …
probability estimation for classification results, is crucial for assessing the likelihood of …