Search Results for author: Ruth-Ann Armstrong

Found 2 papers, 1 papers with code

CreoleVal: Multilingual Multitask Benchmarks for Creoles

1 code implementation • 30 Oct 2023 • Heather Lent, Kushal Tatariya, Raj Dabre, Yiyi Chen, Marcell Fekete, Esther Ploeger, Li Zhou, Ruth-Ann Armstrong, Abee Eijansantos, Catriona Malau, Hans Erik Heje, Ernests Lavrinovics, Diptesh Kanojia, Paul Belony, Marcel Bollmann, Loïc Grobol, Miryam de Lhoneux, Daniel Hershcovich, Michel DeGraff, Anders Søgaard, Johannes Bjerva

Creoles represent an under-explored and marginalized group of languages, with few available resources for NLP research. While the genealogical ties between Creoles and a number of highly-resourced languages imply a significant potential for transfer learning, this potential is hampered due to this lack of annotated data.

Machine Translation Reading Comprehension +2

Paper
Code

JamPatoisNLI: A Jamaican Patois Natural Language Inference Dataset

no code implementations • 7 Dec 2022 • Ruth-Ann Armstrong, John Hewitt, Christopher Manning

While our work, along with previous work, shows that transfer from these models to low-resource languages that are unrelated to languages in their training set is not very effective, we would expect stronger results from transfer to creoles.

Cross-Lingual Transfer Few-Shot Learning +1

Paper
Add Code

Cannot find the paper you are looking for? You can Submit a new open access paper.