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Visualising Typological Relationships: Plotting WALS with Heat Maps
This paper presents a novel way of vi- sualising relationships between languages. The key feature of the visualisation is that it brings geographic, phylogenetic, and linguistic data together into a …...
Zero-resource Dependency Parsing: Boosting Delexicalized Cross-lingual Transfer with Linguistic Knowledge
AbstractThis paper studies cross-lingual transfer for dependency parsing, focusing on very low-resource settings where delexicalized transfer is the only fully automatic option. We show how to boost parsing performance by …...
Typological Features for Multilingual Delexicalised Dependency Parsing
AbstractThe existence of universal models to describe the syntax of languages has been debated for decades. The availability of resources such as the Universal Dependencies treebanks and the World Atlas …...
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AbstractBridging the performance gap between high- and low-resource languages has been the focus of much previous work. Typological features from databases such as the World Atlas of Language Structures (WALS) …...
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AbstractCross-lingual language tasks typically require a substantial amount of annotated data or parallel translation data. We explore whether language representations that capture relationships among languages can be learned and subsequently …...