Variability
Related Papers
Variations de la configuration labiale des voyelles /i, y, a/: effets de la position prosodique et du locuteur (Variations of labial configuration of vowels /i, y, a/: effect of prosodic positionand speaker) [in French]
_________________________________________________________________________________________________________ Variations of labial configuration of vowels /i, y, a/: effect of prosodic position and speaker. Variations in the labial configuration of the French vowels /i, y, a/ are observed …...
Using J-K-fold Cross Validation To Reduce Variance When Tuning NLP Models
AbstractK-fold cross validation (CV) is a popular method for estimating the true performance of machine learning models, allowing model selection and parameter tuning. However, the very process of CV requires …...
A Data Cartography based MixUp for Pre-trained Language Models
AbstractMixUp is a data augmentation strategy where additional samples are generated during training by combining random pairs of training samples and their labels. However, selecting random pairs is not potentially …...
On Curriculum Learning for Commonsense Reasoning
AbstractCommonsense reasoning tasks follow a standard paradigm of finetuning pretrained language models on the target task data, where samples are introduced to the model in a random order during training. …...