63 citations · 136 across the 11 of their papers we have counts for
3 papers · 1 filter
Augmenting Statistical Machine Translation with Subword Translation of Out-of-Vocabulary Words
Nelson F. Liu, Jonathan May, Michael Pust +1
Most statistical machine translation systems cannot translate words that are unseen in the training data. However, humans can translate many classes of out-of-vocabulary (OOV) word…
LSTMs Exploit Linguistic Attributes of Data
Nelson F. Liu, Omer Levy, Roy Schwartz +2
While recurrent neural networks have found success in a variety of natural language processing applications, they are general models of sequential data. We investigate how the prop…
AllenNLP: A Deep Semantic Natural Language Processing Platform
Matt Gardner, Joel Grus, Mark Neumann +6
This paper describes AllenNLP, a platform for research on deep learning methods in natural language understanding. AllenNLP is designed to support researchers who want to build nov…