7 citations · 7 across the 7 of their papers we have counts for
3 papers · 1 filter
Revisiting Neural Language Modelling with Syllables
Arturo Oncevay, Kervy Rivas Rojas
Language modelling is regularly analysed at word, subword or character units, but syllables are seldom used. Syllables provide shorter sequences than characters, they can be extrac…
Efficient strategies for hierarchical text classification: External knowledge and auxiliary tasks
Kervy Rivas Rojas, Gina Bustamante, Arturo Oncevay +1
In hierarchical text classification, we perform a sequence of inference steps to predict the category of a document from top to bottom of a given class taxonomy. Most of the studie…
Bridging Linguistic Typology and Multilingual Machine Translation with Multi-View Language Representations
Arturo Oncevay, Barry Haddow, Alexandra Birch
Sparse language vectors from linguistic typology databases and learned embeddings from tasks like multilingual machine translation have been investigated in isolation, without anal…