A Simple Log-based Loss Function for Ordinal Text Classification.

François Castagnos Martin Mihelich Charles Dognin

Published in: COLING (2022)

Keyphrases

loss function
text classification
pairwise
logistic regression
empirical risk
support vector
learning to rank
risk minimization
text categorization
bag of words
semantic features
stochastic gradient descent
bayes rule
data mining
hinge loss
boosting algorithms
regularization term
density estimation
machine learning