Monolingual corpus creation and evaluation of truly low-resource languages from Peru

no code implementations • WS 2020 • Gina Bustamante, Arturo Oncevay

We introduce new monolingual corpora for four indigenous and endangered languages from Peru: Shipibo-konibo, Ashaninka, Yanesha and Yine.

Language Modelling

Efficient strategies for hierarchical text classification: External knowledge and auxiliary tasks

no code implementations • ACL 2020 • Kervy Rivas Rojas, Gina Bustamante, Arturo Oncevay, Marco A. Sobrevilla Cabezudo

We use the class-definition embeddings as an additional input to condition the prediction of the next layer and in an adapted beam search.

General Classification text-classification +1

No Data to Crawl? Monolingual Corpus Creation from PDF Files of Truly low-Resource Languages in Peru

no code implementations • LREC 2020 • Gina Bustamante, Arturo Oncevay, Roberto Zariquiey

We introduce new monolingual corpora for four indigenous and endangered languages from Peru: Shipibo-konibo, Ashaninka, Yanesha and Yine.

Language Modelling

CSI Peru News: finding the culprit, victim and location in news articles

no code implementations • WS 2019 • Gina Bustamante, Arturo Oncevay

We introduce a shift on the DS method over the domain of crime-related news from Peru, attempting to find the culprit, victim and location of a crime description from a RE perspective.