2 documents found, page 1 of 1
MultiLexBATS: multilingual dataset of lexical semantic relations
Gromann, Dagmar; Silvano, Maria da PurificaçãoUnderstanding the relation between the meanings of words is an important part of comprehending natural language. Prior work has either focused on analysing lexical semantic relations in word embeddings or probing pretrained language models (PLMs), with some exceptions. Given the rarity of highly multilingual benchmarks, it is unclear to what extent PLMs capture relational knowledge and are able to transfer it a...
Multilinguality and LLOD: a survey across linguistic description levels
Gromann, Dagmar; Silvano, Maria da PurificaçãoLimited accessibility to language resources and technologies represents a challenge for the analysis, preservation, and documentation of natural languages other than English. Linguistic Linked (Open) Data (LLOD) holds the promise to ease the creation, linking, and reuse of multilingual linguistic data across distributed and heterogeneous resources. However, individual language resources and technologies accommo...