no code implementations • 30 May 2023 • Kamil Bujel, Yonatan Gideoni, Chaitanya K. Joshi, Pietro Liò
Much work has been devoted to devising architectures that build group-equivariant representations, while invariance is often induced using simple global pooling mechanisms.
no code implementations • 14 Mar 2023 • Kamil Bujel, Andrew Caines, Helen Yannakoudakis, Marek Rei
Long-sequence transformers are designed to improve the representation of longer texts by language models and their performance on downstream document-level tasks.
1 code implementation • ACL (RepL4NLP) 2021 • Kamil Bujel, Helen Yannakoudakis, Marek Rei
We investigate how sentence-level transformers can be modified into effective sequence labelers at the token level without any direct supervision.
2 code implementations • 5 Dec 2018 • Kamil Bujel, Feiko Lai, Michal Szczecinski, Winnie So, Miguel Fernandez
This paper introduces a new approach to improve the performance of the Capacitated Vehicle Routing Problem with Time Windows (CVRPTW) solvers for a high number of nodes.
Other Computer Science