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Valence-Arousal

A Chinese Dimensional Valence-Arousal-Irony Detection on Sentence-level and Context-level Using Deep Learning Model
·7 mins
Paper Paper Nlp Irony Valence-Arousal Bert Span-Prediction
IJCLCLP 2022: the journal extension of CDVAI, applying three feature-combination setups at both the sentence and context level and adding automatic prediction of the ironic context span
A Dimensional Valence-Arousal-Irony Dataset for Chinese Sentence and Context
·8 mins
Paper Paper Nlp Dataset Irony Valence-Arousal Annotation Bert
ROCLING 2022: extending the NTU irony corpus with sentence-level V/A/I and context-level V/A intensities, and benchmarking it with BERT
DVA-BERT: Sentiment-Based Masked Language Modeling for Valence–Arousal Prediction
·9 mins
Paper Paper Nlp Sentiment-Analysis Bert Masked-Language-Model Valence-Arousal
Applied Intelligence 2022: masking sentiment words by their intensity instead of random tokens, as an auxiliary task that improves sentence-level valence–arousal prediction