55 citations · 82 across the 12 of their papers we have counts for
4 papers · 1 filter
VALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena
Letitia Parcalabescu, Michele Cafagna, Lilitta Muradjan +3
We propose VALSE (Vision And Language Structured Evaluation), a novel benchmark designed for testing general-purpose pretrained vision and language (V&L) models for their visio-lin…
Analysis of Data Augmentation Methods for Low-Resource Maltese ASR
Andrea DeMarco, Carlos Mena, Albert Gatt +3
Recent years have seen an increased interest in the computational speech processing of Maltese, but resources remain sparse. In this paper, we consider data augmentation techniques…
What Vision-Language Models `See' when they See Scenes
Michele Cafagna, Kees van Deemter, Albert Gatt
Images can be described in terms of the objects they contain, or in terms of the types of scene or place that they instantiate. In this paper we address to what extent pretrained V…
On the Language-specificity of Multilingual BERT and the Impact of Fine-tuning
Marc Tanti, Lonneke van der Plas, Claudia Borg +1
Recent work has shown evidence that the knowledge acquired by multilingual BERT (mBERT) has two components: a language-specific and a language-neutral one. This paper analyses the…