Dependency Parsing Evaluation for Low-resource Spontaneous Speech

1 code implementation • EACL (AdaptNLP) 2021 • Zoey Liu, Emily Prud’hommeaux

There is, however, much room for improvement on child utterances, particularly at 18 and 21 months, due to cases of omission and repetition that are prevalent in child speech.

Dependency Parsing

Morphological Segmentation for Seneca

1 code implementation • NAACL (AmericasNLP) 2021 • Zoey Liu, Robert Jimerson, Emily Prud’hommeaux

This study takes up the task of low-resource morphological segmentation for Seneca, a critically endangered and morphologically complex Native American language primarily spoken in what is now New York State and Ontario.

Model Selection Multi-Task Learning +1

Evaluating the Performance of Transformer-based Language Models for Neuroatypical Language

no code implementations • COLING 2022 • Duanchen Liu, Zoey Liu, Qingyun Yang, Yujing Huang, Emily Prud’hommeaux

Difficulties with social aspects of language are among the hallmarks of autism spectrum disorder (ASD).