Sequential path signature networks for personalised longitudinal language modeling

Longitudinal user modeling can provide a strong signal for various downstream tasks. Despite the rapid progress in representation learning, dynamic aspects of modelling individuals’ language have only been sparsely addressed. We present a novel extension of neural sequential models using the notion...

Бүрэн тодорхойлолт

Номзүйн дэлгэрэнгүй
Үндсэн зохиолчид: Tseriotou, T, Tsakalidis, A, Foster, P, Lyons, T, Liakata, M
Формат: Conference item
Хэл сонгох:English
Хэвлэсэн: Association for Computational Linguistics 2023