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Automatic Section Recognition in Obituaries
Obituaries contain information about people's values across times and cultures, which makes them a useful resource for exploring cultural history.
GoodNewsEveryone: A Corpus of News Headlines Annotated with Emotions, Semantic Roles, and Reader Perception
Most research on emotion analysis from text focuses on the task of emotion classification or emotion intensity regression.
Exploring Fine-Tuned Embeddings that Model Intensifiers for Emotion Analysis
Adjective phrases like "a little bit surprised", "completely shocked", or "not stunned at all" are not handled properly by currently published state-of-the-art emotion classification and intensity prediction systems which use pre-dominantly non-contextualized word embeddings as input.
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