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pro vyhledávání: '"Tseriotou, Talia"'
Dynamic representation learning plays a pivotal role in understanding the evolution of linguistic content over time. On this front both context and time dynamics as well as their interplay are of prime importance. Current approaches model context via
Externí odkaz:
http://arxiv.org/abs/2408.15689
Autor:
Tseriotou, Talia, Chan, Ryan Sze-Yin, Tsakalidis, Adam, Bilal, Iman Munire, Kochkina, Elena, Lyons, Terry, Liakata, Maria
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
Externí odkaz:
http://arxiv.org/abs/2312.03523