Semantic Neighbourhoods of English Noun Compounds over Times
We provide a framework and tool set for computing and visualising
dynamic, time-specific semantic neighbourhoods of English noun-noun
compounds and their constituents over time. Our framework not only
identifies salient vector-space dimensions and neighbours in
notoriously sparse data: we specifically bring together changes in
meaning aspects and degrees of (non-)compositionality. Please
contact us to obtain the neighbours or the visualisation tool.
Reference:
Malak Rassem, Myrto Tsigkouli, Chris Jenkins, Filip Miletić, Sabine Schulte im Walde (2024)
Visualising Changes in Semantic Neighbourhoods of English Noun Compounds over Time
In: Proceedings of the 4th International Conference on Natural Language Processing for Digital Humanities (NLP4DH). Miami, Florida, USA.