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Moses: Open Source Toolkit for Statistical Machine Translation
- Philipp Koehn, Hieu T. Hoang, Evan Herbst
- Computer ScienceACL
- 1 June 2007
We describe an open-source toolkit for statistical machine translation whose novel contributions are (a) support for linguistically motivated factors, (b) confusion network decoding, and (c)…
Neural Architectures for Named Entity Recognition
- Guillaume Lample, Miguel Ballesteros, Sandeep Subramanian, Kazuya Kawakami, Chris Dyer
- BiologyNAACL
- 4 March 2016
Comunicacio presentada a la 2016 Conference of the North American Chapter of the Association for Computational Linguistics, celebrada a San Diego (CA, EUA) els dies 12 a 17 de juny 2016.
Hierarchical Attention Networks for Document Classification
- Zichao Yang, Diyi Yang, Chris Dyer, Xiaodong He, Alex Smola, E. Hovy
- Computer ScienceNAACL
- 13 June 2016
TLDR
Relational inductive biases, deep learning, and graph networks
- P. Battaglia, Jessica B. Hamrick, Razvan Pascanu
- Computer ScienceArXiv
- 4 June 2018
TLDR
A Simple, Fast, and Effective Reparameterization of IBM Model 2
- Chris Dyer, Victor Chahuneau, Noah A. Smith
- Computer ScienceNAACL
- 1 June 2013
We present a simple log-linear reparameterization of IBM Model 2 that overcomes problems arising from Model 1’s strong assumptions and Model 2’s overparameterization. Efficient inference, likelihood…
Improved Part-of-Speech Tagging for Online Conversational Text with Word Clusters
- Olutobi Owoputi, Brendan T. O'Connor, Chris Dyer, Kevin Gimpel, Nathan Schneider, Noah A. Smith
- Computer ScienceNAACL
- 1 June 2013
TLDR
Transition-Based Dependency Parsing with Stack Long Short-Term Memory
- Chris Dyer, Miguel Ballesteros, Wang Ling, Austin Matthews, Noah A. Smith
- PhysicsACL
- 29 May 2015
TLDR
Recurrent Neural Network Grammars
- Chris Dyer, A. Kuncoro, Miguel Ballesteros, Noah A. Smith
- Computer ScienceNAACL
- 1 February 2016
We introduce recurrent neural network grammars, probabilistic models of sentences with explicit phrase structure. We explain efficient inference procedures that allow application to both parsing and…
The NarrativeQA Reading Comprehension Challenge
- Tomás Kociský, Jonathan Schwarz, Edward Grefenstette
- Computer ScienceTACL
- 19 December 2017
TLDR
A Discriminative Graph-Based Parser for the Abstract Meaning Representation
- Jeffrey Flanigan, Sam Thomson, J. Carbonell, Chris Dyer, Noah A. Smith
- Computer ScienceACL
- 1 June 2014
TLDR
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