[PDF][PDF] Predict the Next Word:< Humans Exhibit Uncertainty in this Task and Language Models _>

E Ilia, W Aziz - Proceedings of the 18th Conference of the …, 2024 - aclanthology.org
Abstract Language models (LMs) are statistical models trained to assign probability to
humangenerated text. As such, it is reasonable to question whether they approximate …

Pan-Arctic sea ice concentration from SAR and passive microwave

T Wulf, J Buus-Hinkler, S Singha, H Shi… - The …, 2024 - tc.copernicus.org
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 …

Predict the Next Word

E Ilia, W Aziz - arxiv preprint arxiv:2402.17527, 2024 - arxiv.org
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 …

A survey on confidence calibration of deep learning under class imbalance data

J Dong, Z Jiang, D Pan, Z Chen, Q Guan, H Zhang… - Authorea …, 2024 - techrxiv.org
Confidence calibration in classification models, a technique to achieve accurate posterior
probability estimation for classification results, is crucial for assessing the likelihood of …