Isaac Caswell

Lingvo: a Modular and Scalable Framework for Sequence-to-Sequence Modeling

Jonathan Shen, Patrick Nguyen, Yonghui Wu et al. · arXiv (Cornell University) · 2019 · 183 citations · Full text

Engineering, Machine Learning, Tensorflow Framework +16

Quality at a Glance: An Audit of Web-Crawled Multilingual Datasets

Julia Kreutzer, Isaac Caswell, Lisa Wang et al. · Transactions of the Association for Computational Linguistics · 2022 · 161 citations · Full text

Web-crawled Multilingual Datasets, Engineering, Cross-lingual Representation +22

Investigating Multilingual NMT Representations at Scale

Sneha Kudugunta, Ankur Bapna, Isaac Caswell · 2019 · 100 citations · Full text

Natural Language Processing, Applied Linguistics, Engineering +14

Dynamically Composing Domain-Data Selection with Clean-Data Selection by “Co-Curricular Learning” for Neural Machine Translation

Wei Wang, Isaac Caswell, Ciprian Chelba · 2019 · 53 citations · Full text

Building Machine Translation Systems for the Next Thousand Languages

Ankur Bapna, Isaac Caswell, Julia Kreutzer et al. · arXiv (Cornell University) · 2022 · 43 citations · Full text

Natural Language Processing, Computer-assisted Translation, Practical Machine Translation +14