Wednesday 8 July 2015

NAACL 2015 papers


Here is my subjective list of remarkable papers relating to MT research:
 
*** Neural Machine Translation
 
Paul Baltescu and Phil Blunsom. "Pragmatic Neural Language Modelling in Machine Translation"
 
Adrià de Gispert, Gonzalo Iglesias, Bill Byrne. "Fast and Accurate Preordering for SMT using Neural Networks"
 
*** Continuous Models for Statistical Machine Translation
 
Frédéric Blain, Fethi Bougares, Amir Hazem, Loïc Barrault, Holger Schwenk. "Continuous Adaptation to User Feedback for Statistical Machine Translation"
 
Kai Zhao, Hany Hassan, Michael Auli. "Learning Translation Models from Monolingual Continuous Representations"
 
*** Multi-language Translation 
 
Raj Dabre, Fabien Cromieres, Sadao Kurohashi, Pushpak Bhattacharyya. "Leveraging Small Multilingual Corpora for SMT Using Many Pivot Languages"
 
*** Video to Text Translation 
 
Subhashini Venugopalan, Huijuan Xu, Jeff Donahue, Marcus Rohrbach, Raymond Mooney, Kate Saenko. "Translating Videos to Natural Language Using Deep Recurrent Neural Networks" 
 
*** Others
 
Jonathan H. Clark, Chris Dyer, Alon Lavie. "Locally Non-Linear Learning for Statistical Machine Translation via Discretization and Structured Regularization"
 
Graham Neubig, Philip Arthur, Kevin Duh. "Multi-Target Machine Translation with Multi-Synchronous Context-free Grammars"
 
Aurelien Waite and Bill Byrne. "The Geometry of Statistical Machine Translation"

Other papers are also worth reading:

*** News Processing

Areej Alhothali and Jesse Hoey. "Good News or Bad News: Using Affect Control Theory to Analyze Readers' Reaction Towards News Articles"

 
 

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