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Previous approaches to multilingual semantic dependency parsing treat languages independently, without exploiting the similarities between semantic structures across languages.
Long short-term memory
Sepp Hochreiter and Jürgen Schmidhuber. 1997 · 1997
Earlier work this paper cites.
The Proposition Bank: An annotated corpus of semantic roles
Martha Palmer, Daniel Gildea, and Paul Kingsbury. 2005 · 2005
Earlier work this paper cites.
Frustratingly easy domain adaptation
Hal Daume III. 2007 · 2007
Earlier work this paper cites.
AnCora: Multilevel annotated corpora for Catalan and Spanish
Mariona Taulé, M. Antònia Martí, and Marta Recasens. 2008 · 2008
Earlier work this paper cites.
The conll-2009 shared task: Syntactic and semantic dependencies in multiple languages
Jan Hajič, Massimiliano Ciaramita, Richard Johansson, Daisuke Kawahara, Maria Antònia Martí, Lluís Màrquez, Adam Meyers, Joakim Nivre, Sebastian Padó, Jan Štěpánek, et al. 2009 · 2009
Earlier work this paper cites.
Multilingual dependency learning: Exploiting rich features for tagging syntactic and semantic dependencies
Hai Zhao, Wenliang Chen, Jun’ichi Kazama, Kiyotaka Uchimoto, and Kentaro Torisawa. 2009 · 2009
Earlier work this paper cites.
Building large monolingual dictionaries at the Leipzig corpora collection: From 100 to 200 languages
Dirk Goldhahn, Thomas Eckart, and Uwe Quasthoff. 2012 · 2012
Earlier work this paper cites.
Inducing crosslingual distributed representations of words
Alexandre Klementiev, Ivan Titov, and Binod Bhattarai. 2012 · 2012
Earlier work this paper cites.
Generating sequences with recurrent neural networks
Alex Graves. 2013 · 2013
Cited alongside, same era.
Improving vector space word representations using multilingual correlation
Manaal Faruqui and Chris Dyer. 2014 · 2014
Cited alongside, same era.
GloVe: Global vectors for word representation
Jeffrey Pennington, Richard Socher, and Christopher D. Manning. 2014 · 2014
Cited alongside, same era.
Any-language frame-semantic parsing
Anders Johannsen, Héctor Martínez Alonso, and Anders Søgaard. 2015 · 2015
Cited alongside, same era.
Training very deep networks
Rupesh Kumar Srivastava, Klaus Greff, and Jürgen Schmidhuber. 2015 · 2015
Cited alongside, same era.
A unified architecture for semantic role labeling and relation classification
Jiang Guo, Wanxiang Che, Haifeng Wang, Ting Liu, and Jun Xu. 2016 · 2016
Neural semantic role labeling with dependency path embeddings
Michael Roth and Mirella Lapata. 2016 · 2016
Later among the works it cites.
Greedy, joint syntactic-semantic parsing with stack LSTMs
Swabha Swayamdipta, Miguel Ballesteros, Chris Dyer, and Noah A. Smith. 2016 · 2016
Later among the works it cites.
Multilingual semantic parsing and code-switching
Long Duong, Hadi Afshar, Dominique Estival, Glen Pink, Philip Cohen, and Mark Johnson. 2017 · 2017
Later among the works it cites.
Deep semantic role labeling: What works and what’s next
Luheng He, Kenton Lee, Mike Lewis, and Luke Zettlemoyer. 2017 · 2017
Later among the works it cites.
A simple and accurate syntax-agnostic neural model for dependency-based semantic role labeling
Diego Marcheggiani, Anton Frolov, and Ivan Titov. 2017 · 2017
Later among the works it cites.
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Cited alongside, same era.
Universal dependencies v1: A multilingual treebank collection
Joakim Nivre, Marie-Catherine de Marneffe, Filip Ginter, Yoav Goldberg, Jan Hajic, Christopher D. Manning, Ryan T. McDonald, Slav Petrov, Sampo Pyysalo, Natalia Silveira, Reut Tsarfaty, and Daniel Zeman. 2016 · 2016
Cited alongside, same era.
Many languages, one parser
Waleed Ammar, George Mulcaire, Miguel Ballesteros, Chris Dyer, and Noah Smith. 2016a
Cited in the paper.
Massively multilingual word embeddings
Waleed Ammar, George Mulcaire, Yulia Tsvetkov, Guillaume Lample, Chris Dyer, and Noah A Smith. 2016b
Cited in the paper.
Encoding sentences with graph convolutional networks for semantic role labeling
Diego Marcheggiani and Ivan Titov. 2017 · 2017
Later among the works it cites.
Polyglot semantic parsing in APIs
Kyle Richardson, Jonathan Berant, and Jonas Kuhn. 2018 · 2018
Closest in time.