1 code implementation • 30 Jan 2024 • Gaspard Michel, Elena V. Epure, Romain Hennequin, Christophe Cerisara
Recent approaches to automatically detect the speaker of an utterance of direct speech often disregard general information about characters in favor of local information found in the context, such as surrounding mentions of entities.
1 code implementation • 27 Jun 2023 • Noé Durandard, Viet-Anh Tran, Gaspard Michel, Elena V. Epure
The automatic annotation of direct speech (AADS) in written text has been often used in computational narrative understanding.
1 code implementation • 9 Jun 2023 • Gaspard Michel, Giannis Nikolentzos, Johannes Lutzeyer, Michalis Vazirgiannis
We derive three different variants of the PathNN model that aggregate single shortest paths, all shortest paths and all simple paths of length up to K. We prove that two of these variants are strictly more powerful than the 1-WL algorithm, and we experimentally validate our theoretical results.
Ranked #7 on Graph Classification on Peptides-func