Sequential Path Signature Networks for Personalised Longitudinal Language Modeling. - Talia Tseriotou; Adam Tsakalidis; Peter Foster; Terence Lyons; Maria Liakata (ACL (Findings), 2023)

Exciting Mood Changes: A Time-aware Hierarchical Transformer for Change Detection Modelling. - Anthony Hills; Talia Tseriotou; Xenia Miscouridou; Adam Tsakalidis; Maria Liakata (ACL (Findings), 2024)

Sig-Networks Toolkit: Signature Networks for Longitudinal Language Modelling. - Talia Tseriotou; Ryan Sze-Yin Chan; Adam Tsakalidis; Iman Munire Bilal; Elena Kochkina; Terry J. Lyons; Maria Liakata (EACL (Demonstrations), 2024)

TempoFormer: A Transformer for Temporally-aware Representations in Change Detection. - Talia Tseriotou; Adam Tsakalidis; Maria Liakata (EMNLP, 2024)