Nouran Khallaf, Serge Sharoff

Nouran Khallaf, Serge Sharoff의 전문분석자료

Academic · 약 1분

To Predict or Not to Predict? Towards reliable uncertainty estimation in the presence of noise

arXiv:2603.07330v1 Announce Type: new Abstract: This study examines the role of uncertainty estimation (UE) methods in multilingual text classification under noisy and non-topical conditions. Using …

조회수 41회 03.10

Academic · 약 1분

How Much Noise Can BERT Handle? Insights from Multilingual Sentence Difficulty Detection

arXiv:2603.07346v1 Announce Type: new Abstract: Noisy training data can significantly degrade the performance of language-model-based classifiers, particularly in non-topical classification tasks. In this study we …

Nouran Khallaf, Serge Sharoff

조회수 39회 03.10