1 citations · 1 across the 3 of their papers we have counts for
4 papers
Psycholinguistics meets Continual Learning: Measuring Catastrophic Forgetting in Visual Question Answering
Claudio Greco, Barbara Plank, Raquel Fernández +1
We study the issue of catastrophic forgetting in the context of neural multimodal approaches to Visual Question Answering (VQA). Motivated by evidence from psycholinguistics, we de…
ALL-IN-1: Short Text Classification with One Model for All Languages
Barbara Plank
We present ALL-IN-1, a simple model for multilingual text classification that does not require any parallel data. It is based on a traditional Support Vector Machine classifier exp…
Learning to select data for transfer learning with Bayesian Optimization
Sebastian Ruder, Barbara Plank
Domain similarity measures can be used to gauge adaptability and select suitable data for transfer learning, but existing approaches define ad hoc measures that are deemed suitable…
To Normalize, or Not to Normalize: The Impact of Normalization on Part-of-Speech Tagging
Rob van der Goot, Barbara Plank, Malvina Nissim
Does normalization help Part-of-Speech (POS) tagging accuracy on noisy, non-canonical data? To the best of our knowledge, little is known on the actual impact of normalization in a…