2 citations · 3 across the 3 of their papers we have counts for
4 papers
Grounded and Well-rounded: A Methodological Approach to the Study of Cross-modal and Cross-lingual Grounding
Timothee Mickus, Elaine Zosa, Denis Paperno
Grounding has been argued to be a crucial component towards the development of more complete and truly semantically competent artificial intelligence systems. Literature has divide…
Multilingual and Multimodal Topic Modelling with Pretrained Embeddings
Elaine Zosa, Lidia Pivovarova
This paper presents M3L-Contrast -- a novel multimodal multilingual (M3L) neural topic model for comparable data that maps texts from multiple languages and images into a shared to…
Topic modelling discourse dynamics in historical newspapers
Jani Marjanen, Elaine Zosa, Simon Hengchen +2
This paper addresses methodological issues in diachronic data analysis for historical research. We apply two families of topic models (LDA and DTM) on a relatively large set of his…
Capturing Evolution in Word Usage: Just Add More Clusters?
Matej Martinc, Syrielle Montariol, Elaine Zosa +1
The way the words are used evolves through time, mirroring cultural or technological evolution of society. Semantic change detection is the task of detecting and analysing word evo…