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- W2890515900 abstract "Identifying the salience (i.e. importance) of discourse units is an important task in language understanding. While events play important roles in text documents, little research exists on analyzing their saliency status. This paper empirically studies Event Salience and proposes two salience detection models based on discourse relations. The first is a feature based salience model that incorporates cohesion among discourse units. The second is a neural model that captures more complex interactions between discourse units. In our new large-scale event salience corpus, both methods significantly outperform the strong frequency baseline, while our neural model further improves the feature based one by a large margin. Our analyses demonstrate that our neural model captures interesting connections between salience and discourse unit relations (e.g., scripts and frame structures)." @default.
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- W2890515900 date "2018-01-01" @default.
- W2890515900 modified "2023-09-25" @default.
- W2890515900 title "Automatic Event Salience Identification" @default.
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- W2890515900 doi "https://doi.org/10.18653/v1/d18-1154" @default.
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