7 citations · 7 across the 7 of their papers we have counts for
3 papers · 1 filter
Revisiting Syllables in Language Modelling and their Application on Low-Resource Machine Translation
Arturo Oncevay, Kervy Dante Rivas Rojas, Liz Karen Chavez Sanchez +1
Language modelling and machine translation tasks mostly use subword or character inputs, but syllables are seldom used. Syllables provide shorter sequences than characters, require…
Building an Endangered Language Resource in the Classroom: Universal Dependencies for Kakataibo
Roberto Zariquiey, Claudia Alvarado, Ximena Echevarria +7
In this paper, we launch a new Universal Dependencies treebank for an endangered language from Amazonia: Kakataibo, a Panoan language spoken in Peru. We first discuss the collabora…
BPE vs. Morphological Segmentation: A Case Study on Machine Translation of Four Polysynthetic Languages
Manuel Mager, Arturo Oncevay, Elisabeth Mager +2
Morphologically-rich polysynthetic languages present a challenge for NLP systems due to data sparsity, and a common strategy to handle this issue is to apply subword segmentation.…