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Identifying Moments of Change from Longitudinal User Text [article]

Adam Tsakalidis, Federico Nanni, Anthony Hills, Jenny Chim, Jiayu Song, Maria Liakata
2022 arXiv   pre-print
A disadvantage of such work is the lack of a strong temporal component and the inability to make longitudinal assessments following an individual's trajectory and allowing timely interventions.  ...  Identifying changes in individuals' behaviour and mood, as observed via content shared on online platforms, is increasingly gaining importance.  ...  Acknowledgements This work was supported by a UKRI/EPSRC Turing AI Fellowship to Maria Liakata (grant EP/V030302/1) and the Alan Turing Institute (grant EP/N510129/1).  ... 
arXiv:2205.05593v1 fatcat:wateonxu2vetpncp7ljlwu2kvy

Identifying Moments of Change from Longitudinal User Text

Adam Tsakalidis, Federico Nanni, Anthony Hills, Jenny Chim, Jiayu Song, Maria Liakata
2022 Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)   unpublished
A disadvantage of such work is the lack of a strong temporal component and the inability to make longitudinal assessments following an individual's trajectory and allowing timely interventions.  ...  Identifying changes in individuals' behaviour and mood, as observed via content shared on online platforms, is increasingly gaining importance.  ...  Ramit Sawhney, Harshit Joshi, Saumya Gandhi, and Rajiv Ratn Shah. 2020b  ... 
doi:10.18653/v1/2022.acl-long.318 fatcat:noiudr6fwvfnzls5hbzacp3y4y