Sig-Networks toolkit: signature networks for longitudinal language modelling

We present an open-source, pip installable toolkit, Sig-Networks, the first of its kind for longitudinal language modelling. A central focus is the incorporation of Signature-based Neural Network models, which have recently shown success in temporal tasks. We apply and extend published research prov...

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Bibliographic Details
Main Authors: Tseriotou, T, Chan, RS-Y, Tsakalidis, A, Bilal, IM, Kochkina, E, Lyons, T, Liakata, M
Format: Internet publication
Language:English
Published: 2023