126 citations · 126 across the 1 of their papers we have counts for
3 papers
Continual Lifelong Learning in Natural Language Processing: A Survey
Magdalena Biesialska, Katarzyna Biesialska, Marta R. Costa-jussà
Continual learning (CL) aims to enable information systems to learn from a continuous data stream across time. However, it is difficult for existing deep learning architectures to…
Sentiment Analysis with Contextual Embeddings and Self-Attention
Katarzyna Biesialska, Magdalena Biesialska, Henryk Rybinski
In natural language the intended meaning of a word or phrase is often implicit and depends on the context. In this work, we propose a simple yet effective method for sentiment anal…
Protocol and Tools for Conducting Agile Software Engineering Research in an Industrial-Academic Setting: A Preliminary Study
Katarzyna Biesialska, Xavier Franch, Victor Muntés-Mulero
Conducting empirical research in software engineering industry is a process, and as such, it should be generalizable. The aim of this paper is to discuss how academic researchers m…