Arturo Argueta

Decoding with Finite-State Transducers on GPUs

2017 · arXiv (Cornell University)

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 as morphological analysis, part-of-speech tagging, chunking, named entity recognition, speech …