Perceptual Models of Machine-Edited Text

1 code implementation • Findings (ACL) 2021 • Elizabeth Merkhofer, Monica-Ann Mendoza, Rebecca Marvin, John Henderson

Freezing Subnetworks to Analyze Domain Adaptation in Neural Machine Translation

1 code implementation • WS 2018 • Brian Thompson, Huda Khayrallah, Antonios Anastasopoulos, Arya D. McCarthy, Kevin Duh, Rebecca Marvin, Paul McNamee, Jeremy Gwinnup, Tim Anderson, Philipp Koehn

To better understand the effectiveness of continued training, we analyze the major components of a neural machine translation system (the encoder, decoder, and each embedding space) and consider each component's contribution to, and capacity for, domain adaptation.

Decoder Domain Adaptation +2

Targeted Syntactic Evaluation of Language Models

5 code implementations • EMNLP 2018 • Rebecca Marvin, Tal Linzen

We automatically construct a large number of minimally different pairs of English sentences, each consisting of a grammatical and an ungrammatical sentence.

CCG Supertagging Language Modelling +1

Predicting Twitter User Demographics from Names Alone

1 code implementation • WS 2018 • Zach Wood-Doughty, Nicholas Andrews, Rebecca Marvin, Mark Dredze

Social media analysis frequently requires tools that can automatically infer demographics to contextualize trends.

Exploring Word Sense Disambiguation Abilities of Neural Machine Translation Systems (Non-archival Extended Abstract)

no code implementations • WS 2018 • Rebecca Marvin, Philipp Koehn

Machine Translation Translation +2