2025
Role-Guided Annotation and Prototype-Aligned Representation Learning for Historical Literature Sentiment Classification
EMNLP 2025
Sentiment analysis of historical literature provides valuable insights for humanities research, yet remains challenging due to scarce annotations and limited generalization of models trained on modern texts. Prior work has primarily focused on two directions: using sentiment lexicons or leveraging l