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• W2513131232 abstract "Discourse relations can either be implicit or explicitly expressed by markers, such as ’therefore’ and ’but’. How a speaker makes this choice is a question that is not well understood. We propose a psycholinguistic model that predicts whether a speaker will produce an explicit marker given the discourse relation s/he wishes to express. Based on the framework of the Rational Speech Acts model, we quantify the utility of producing a marker based on the information-theoretic measure of surprisal, the cost of production, and a bias to maintain uniform information density throughout the utterance. Experiments based on the Penn Discourse Treebank show that our approach outperforms stateof-the-art approaches, while giving an explanatory account of the speaker’s choice." @default.
• W2513131232 created "2016-09-16" @default.
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• W2513131232 date "2016-01-01" @default.
• W2513131232 modified "2023-09-23" @default.
• W2513131232 title "Modelling the Usage of Discourse Connectives as Rational Speech Acts" @default.
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• W2513131232 doi "https://doi.org/10.18653/v1/k16-1030" @default.
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