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All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Hits 1 – 3 of 3 1 Survival text regression for time-to-event prediction in conversations ... De Kock, C; Vlachos, Andreas. - : Apollo - University of Cambridge Repository, 2021 Abstract: Time-to-event prediction tasks are common in conversation modelling, for applications such as predicting the length of a conversation or when a user will stop contributing to a platform. Despite the fact that it is natural to frame such predictions as regression tasks, recent work has modelled them as classification tasks, determining whether the time-to-event is greater than a pre-determined cut-off point. While this allows for the application of classification models which are well studied in NLP, it imposes a formulation that is contrived, as well as less informative. In this paper, we explore how to handle time-to-event forecasting in conversations as regression tasks. We focus on a family of regression techniques known as survival regression, which are commonly used in the context of healthcare and reliability engineering. We adapt these models to time-to-event prediction in conversations, using linguistic markers as features. On three datasets, we demonstrate that they outperform commonly considered ... URL: https://www.repository.cam.ac.uk/handle/1810/335837 https://dx.doi.org/10.17863/cam.83270 BASE Hide details 2 I beg to differ: A study of constructive disagreement in online conversations ... De Kock, C; Vlachos, Andreas. - : Apollo - University of Cambridge Repository, 2021 BASE Show details 3 I beg to differ: A study of constructive disagreement in online conversations de Kock, C; Vlachos, Andreas. - : Association for Computational Linguistics, 2021. : https://www.aclweb.org/anthology/2021.eacl-main.173, 2021. : EACL 2021 - 16th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference, 2021 BASE Show details

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