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Program translation is an important tool to migrate legacy code in one language into an ecosystem built in a different language.
Parsing natural scenes and natural language with recursive neural networks
R. Socher, C. C. Lin, C. Manning, and A. Y. Ng · 2011
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Semi-supervised recursive autoencoders for predicting sentiment distributions
R. Socher, J. Pennington, E. H. Huang, A. Y. Ng, and C. D. Manning · 2011
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Lexical statistical machine translation for language migration
A. T. Nguyen, T. T. Nguyen, and T. N. Nguyen · 2013
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Phrase-based statistical translation of programming languages
S. Karaivanov, V. Raychev, and M. Vechev · 2014
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Neural machine translation by jointly learning to align and translate
D. Bahdanau, K. Cho, and Y. Bengio · 2015
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On using very large target vocabulary for neural machine translation
S. J. K. Cho, R. Memisevic, and Y. Bengio · 2015
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Visualizing and understanding recurrent networks
A. Karpathy, J. Johnson, and L. Fei-Fei · 2015
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Effective approaches to attention-based neural machine translation
T. Luong, H. Pham, and C. D. Manning · 2015
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Divide-and-conquer approach for multi-phase statistical migration for source code (t)
A. T. Nguyen, T. T. Nguyen, and T. N. Nguyen · 2015
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Learning to generate pseudo-code from source code using statistical machine translation (t)
Y. Oda, H. Fudaba, G. Neubig, H. Hata, S. Sakti, T. Toda, and S. Nakamura · 2015
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Improved semantic representations from tree-structured long short-term memory networks
K. S. Tai, R. Socher, and C. D. Manning · 2015
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Grammar as a foreign language
O. Vinyals, Ł. Kaiser, T. Koo, S. Petrov, I. Sutskever, and G. Hinton · 2015
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Long short-term memory over recursive structures
X. Zhu, P. Sobihani, and H. Guo · 2015
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Latent attention for if-then program synthesis
X. Chen, C. Liu, E. C. Shin, D. Song, and M. Chen · 2016
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Language to logical form with neural attention
L. Dong and M. Lapata · 2016
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Recurrent neural network grammars
C. Dyer, A. Kuncoro, M. Ballesteros, and N. A. Smith · 2016
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Tree-to-sequence attentional neural machine translation
A. Eriguchi, K. Hashimoto, and Y. Tsuruoka · 2016
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Dual learning for machine translation
D. He, Y. Xia, T. Qin, L. Wang, N. Yu, T. Liu, and W.-Y. Ma · 2016
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Tree-structured decoding with doubly-recurrent neural networks
D. Alvarez-Melis and T. S. Jaakkola · 2017
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Deepcoder: Learning to write programs
M. Balog, A. L. Gaunt, M. Brockschmidt, S. Nowozin, and D. Tarlow · 2017
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Towards neural machine translation with latent tree attention
J. Bradbury and R. Socher · 2017
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Robustfill: Neural program learning under noisy I/O
J. Devlin, J. Uesato, S. Bhupatiraju, R. Singh, A. Mohamed, and P. Kohli · 2017
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Grammar variational autoencoder
M. J. Kusner, B. Paige, and J. M. Hernández-Lobato · 2017
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W. Ling, E. Grefenstette, K. M. Hermann, T. Kočiskỳ, A. Senior, F. Wang, and P. Blunsom · 2016
Cited alongside, same era.
Mapping api elements for code migration with vector representations
T. D. Nguyen, A. T. Nguyen, and T. N. Nguyen · 2016
Cited alongside, same era.
Top-down tree long short-term memory networks
X. Zhang, L. Lu, and M. Lapata · 2016
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Towards string-to-tree neural machine translation
R. Aharoni and Y. Goldberg · 2017
Cited alongside, same era.
A survey of machine learning for big code and naturalness
M. Allamanis, E. T. Barr, P. Devanbu, and C. Sutton · 2017
Cited alongside, same era.
Neuro-symbolic program synthesis
E. Parisotto, A.-r. Mohamed, R. Singh, L. Li, D. Zhou, and P. Kohli · 2017
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Abstract syntax networks for code generation and semantic parsing
M. Rabinovich, M. Stern, and D. Klein · 2017
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Attention is all you need
A. Vaswani, N. Shazeer, N. Parmar, J. Uszkoreit, L. Jones, A. N. Gomez, Ł. Kaiser, and I. Polosukhin · 2017
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A syntactic neural model for general-purpose code generation
P. Yin and G. Neubig · 2017
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Towards synthesizing complex programs from input-output examples
X. Chen, C. Liu, and D. Song · 2018
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Java2csharp
Java2CSharp · 2018
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