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.
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.
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.