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Abstract Meaning Representation parsing is a sentence-to-graph prediction task where target nodes are not explicitly aligned to sentence tokens.
Augmenting neural machine translation with knowledge graphs
Diego Moussallem, Mihael Arčan, Axel-Cyrille Ngonga Ngomo, and Paul Buitelaar. 2019 · 1902
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fairseq: A fast, extensible toolkit for sequence modeling
Myle Ott, Sergey Edunov, Alexei Baevski, Angela Fan, Sam Gross, Nathan Ng, David Grangier, and Michael Auli. 2019 · 1904
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Rewarding smatch: Transition-based amr parsing with reinforcement learning
Tahira Naseem, Abhishek Shah, Hui Wan, Radu Florian, Salim Roukos, and Miguel Ballesteros. 2019 · 1905
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Amr parsing as sequence-to-graph transduction
Sheng Zhang, Xutai Ma, Kevin Duh, and Benjamin Van Durme. 2019a · 1905
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Compositional semantic parsing across graphbanks
Matthias Lindemann, Jonas Groschwitz, and Alexander Koller. 2019 · 1906
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Roberta: A robustly optimized bert pretraining approach
Yinhan Liu, Myle Ott, Naman Goyal, Jingfei Du, Mandar Joshi, Danqi Chen, Omer Levy, Mike Lewis, Luke Zettlemoyer, and Veselin Stoyanov. 2019 · 1907
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Simple unsupervised summarization by contextual matching
Jiawei Zhou and Alexander M Rush. 2019 · 1907
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Core semantic first: A top-down approach for amr parsing
Deng Cai and Wai Lam. 2019 · 1909
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Broad-coverage semantic parsing as transduction
Sheng Zhang, Xutai Ma, Kevin Duh, and Benjamin Van Durme. 2019b · 1909
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Modeling graph structure in transformer for better amr-to-text generation
Jie Zhu, Junhui Li, Muhua Zhu, Longhua Qian, Min Zhang, and Guodong Zhou. 2019 · 1909
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Mike Lewis, Yinhan Liu, Naman Goyal, Marjan Ghazvininejad, Abdelrahman Mohamed, Omer Levy, Ves Stoyanov, and Luke Zettlemoyer. 2019 · 1910
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A hierarchy of graph neural networks based on learnable local features
Michael Lingzhi Li, Meng Dong, Jiawei Zhou, and Alexander M Rush. 2019 · 1911
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Amr parsing via graph-sequence iterative inference
Deng Cai and Wai Lam. 2020 · 2004
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Transition-based semantic dependency parsing with pointer networks
Daniel Fernández-González and Carlos Gómez-Rodríguez. 2020 · 2005
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Transition-based parsing with stack-transformers
Ramon Fernandez Astudillo, Miguel Ballesteros, Tahira Naseem, Austin Blodgett, and Radu Florian. 2020 · 2010
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Pushing the limits of amr parsing with self-learning
Young-Suk Lee, Ramon Fernandez Astudillo, Tahira Naseem, Revanth Gangi Reddy, Radu Florian, and Salim Roukos. 2020 · 2010
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A differentiable relaxation of graph segmentation and alignment for amr parsing
Chunchuan Lyu, Shay B Cohen, and Ivan Titov. 2020 · 2010
Cited alongside, same era.
Improving amr parsing with sequence-to-sequence pre-training
Dongqin Xu, Junhui Li, Muhua Zhu, Min Zhang, and Guodong Zhou. 2020 · 2010
Cited alongside, same era.
Abstract meaning representation for sembanking
Laura Banarescu, Claire Bonial, Shu Cai, Madalina Georgescu, Kira Griffitt, Ulf Hermjakob, Kevin Knight, Philipp Koehn, Martha Palmer, and Nathan Schneider. 2013 · 2013
Cited alongside, same era.
Smatch: an evaluation metric for semantic feature structures
Shu Cai and Kevin Knight. 2013 · 2013
Cited alongside, same era.
A discriminative graph-based parser for the abstract meaning representation
Jeffrey Flanigan, Sam Thomson, Jaime G Carbonell, Chris Dyer, and Noah A Smith. 2014 · 2014
Cited alongside, same era.
Neural machine translation with source-side latent graph parsing
Kazuma Hashimoto and Yoshimasa Tsuruoka. 2017 · 2017
Later among the works it cites.
Encoder-decoder shift-reduce syntactic parsing
Jiangming Liu and Yue Zhang. 2017 · 2017
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Rik Van Noord and Johan Bos. 2017 · 2017
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Attention is all you need
Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N Gomez, Łukasz Kaiser, and Illia Polosukhin. 2017 · 2017
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Getting the most out of amr parsing
Chuan Wang and Nianwen Xue. 2017 · 2017
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Aligning english strings with abstract meaning representation graphs
Nima Pourdamghani, Yang Gao, Ulf Hermjakob, and Kevin Knight. 2014 · 2014
Cited alongside, same era.
Parsing english into abstract meaning representation using syntax-based machine translation
Michael Pust, Ulf Hermjakob, Kevin Knight, Daniel Marcu, and Jonathan May. 2015 · 2015
Cited alongside, same era.
Pointer networks
Oriol Vinyals, Meire Fortunato, and Navdeep Jaitly. 2015 · 2015
Cited alongside, same era.
A transition-based algorithm for amr parsing
Chuan Wang, Nianwen Xue, and Sameer Pradhan. 2015 · 2015
Cited alongside, same era.
An incremental parser for abstract meaning representation
Marco Damonte, Shay B Cohen, and Giorgio Satta. 2016 · 2016
Cited alongside, same era.
Cmu at semeval-2016 task 8: Graph-based amr parsing with infinite ramp loss
Jeffrey Flanigan, Chris Dyer, Noah A Smith, and Jaime G Carbonell. 2016 · 2016
Cited alongside, same era.
Diverse beam search: Decoding diverse solutions from neural sequence models
Ashwin K Vijayakumar, Michael Cogswell, Ramprasath R Selvaraju, Qing Sun, Stefan Lee, David Crandall, and Dhruv Batra. 2016 · 2016
Cited alongside, same era.
Zhirui Zhang, Shujie Liu, Mu Li, Ming Zhou, and Enhong Chen. 2017 · 2017
Later among the works it cites.
Simpler but more accurate semantic dependency parsing
Timothy Dozat and Christopher D Manning. 2018 · 2018
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Amr dependency parsing with a typed semantic algebra
Jonas Groschwitz, Matthias Lindemann, Meaghan Fowlie, Mark Johnson, and Alexander Koller. 2018 · 2018
Later among the works it cites.
Better transition-based amr parsing with a refined search space
Zhijiang Guo and Wei Lu. 2018 · 2018
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Learning deep generative models of graphs
Yujia Li, Oriol Vinyals, Chris Dyer, Razvan Pascanu, and Peter Battaglia. 2018 · 2018
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Amr parsing as graph prediction with latent alignment
Chunchuan Lyu and Ivan Titov. 2018 · 2018
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Sequence-to-sequence models for cache transition systems
Xiaochang Peng, Linfeng Song, Daniel Gildea, and Giorgio Satta. 2018 · 2018
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A transition-based algorithm for unrestricted amr parsing
David Vilares and Carlos Gómez-Rodríguez. 2018 · 2018
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Vgcn-bert: Augmenting bert with graph embedding for text classification
Zhibin Lu, Pan Du, and Jian-Yun Nie. 2020 · 2020
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One spring to rule them both: Symmetric amr semantic parsing and generation without a complex pipeline
Michele Bevilacqua, Rexhina Blloshmi, and Roberto Navigli. 2021 · 2021
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