Workshop on Statistical NLP and Weighted Automata (2016)

Proceedings of the SIGFSM Workshop on Statistical NLP and Weighted Automata
Bryan Jurish | Andreas Maletti | Kay-Michael Würzner | Uwe Springmann

Equivalences between Ranked and Unranked Weighted Tree Automata via Binarization
Toni Dietze

Adaptive Importance Sampling from Finite State Automata
Christoph Teichmann | Kasimir Wansing | Alexander Koller

Transition-based dependency parsing as latent-variable constituent parsing
Mark-Jan Nederhof

Distributed representation and estimation of WFST-based n-gram models
Cyril Allauzen | Michael Riley | Brian Roark

Learning Transducer Models for Morphological Analysis from Example Inflections
Markus Forsberg | Mans Hulden

Data-Driven Spelling Correction using Weighted Finite-State Methods
Miikka Silfverberg | Pekka Kauppinen | Krister Lindén

EM-Training for Weighted Aligned Hypergraph Bimorphisms
Frank Drewes | Kilian Gebhardt | Heiko Vogler

On the Correspondence between Compositional Matrix-Space Models of Language and Weighted Automata
Shima Asaadi | Sebastian Rudolph

Pynini: A Python library for weighted finite-state grammar compilation
Kyle Gorman