2 citations · 6 across the 4 of their papers we have counts for
4 papers
PWESuite: Phonetic Word Embeddings and Tasks They Facilitate
Vilém Zouhar, Kalvin Chang, Chenxuan Cui +4
Mapping words into a fixed-dimensional vector space is the backbone of modern NLP. While most word embedding methods successfully encode semantic information, they overlook phoneti…
Data-adaptive Transfer Learning for Translation: A Case Study in Haitian and Jamaican
Nathaniel R. Robinson, Cameron J. Hogan, Nancy Fulda +1
Multilingual transfer techniques often improve low-resource machine translation (MT). Many of these techniques are applied without considering data characteristics. We show in the…
When Is TTS Augmentation Through a Pivot Language Useful?
Nathaniel Robinson, Perez Ogayo, Swetha Gangu +2
Developing Automatic Speech Recognition (ASR) for low-resource languages is a challenge due to the small amount of transcribed audio data. For many such languages, audio and text a…
Towards Neural Programming Interfaces
Zachary C. Brown, Nathaniel Robinson, David Wingate +1
It is notoriously difficult to control the behavior of artificial neural networks such as generative neural language models. We recast the problem of controlling natural language g…