343 citations · 351 across the 3 of their papers we have counts for
3 papers
cs.CL2017★ 2 cited
Decoding with Finite-State Transducers on GPUs
Arturo Argueta, David Chiang
Weighted finite automata and transducers (including hidden Markov models and conditional random fields) are widely used in natural language processing (NLP) to perform tasks such a…
stat.ML2017★ 343 cited
DyNet: The Dynamic Neural Network Toolkit
Graham Neubig, Chris Dyer, Yoav Goldberg +22
We describe DyNet, a toolkit for implementing neural network models based on dynamic declaration of network structure. In the static declaration strategy that is used in toolkits l…
cs.CL2016★ 6 cited
An Unsupervised Probability Model for Speech-to-Translation Alignment of Low-Resource Languages
Antonios Anastasopoulos, David Chiang, Long Duong
For many low-resource languages, spoken language resources are more likely to be annotated with translations than with transcriptions. Translated speech data is potentially valuabl…