Splitting source code identifiers using Bidirectional LSTM Recurrent Neural Network

Trans. Sig. Proc

M. Schuster & K.K. Paliwal (1997): Bidirectional Recurrent Neural Networks · 1997

Earlier work this paper cites.

MIT Press, 10.1017/S1351324902212851

Christopher D. Manning & Hinrich Schütze (1999): Foundations of Statistical Natural Language Processing · 1999

Earlier work this paper cites.

In: EACL

Philipp Koehn & Kevin Knight (2003): Empirical Methods for Compound Splitting · 2003

Earlier work this paper cites.

In: ICPC

D. Lawrie, C. Morrell, H. Feild & D. Binkley (2006): What’s in a Name? A Study of Identifiers · 2006

Cited alongside, same era.

Ph.D. thesis, Technical University Munich, 10.1007/978-3-642-24797-2

Alex Graves (2008): Supervised sequence labelling with recurrent neural networks · 2008

Cited alongside, same era.

In: ICSE

Abram Hindle, Earl T. Barr, Zhendong Su, Mark Gabel & Premkumar Devanbu (2012): On the Naturalness of Software · 2012

Cited alongside, same era.

blog.sourced.tech/post/id2vec/

blog.sourced.tech/post/id2vec

Cited in the paper.

github.com/bblfsh

github.com/bblfsh

Cited in the paper.

github.com/src-d/datasets/tree/master/Identifiers

github.com/src-d/datasets/tree/master/Identifiers

Cited in the paper.

wikiwand.com/en/Naming_convention_(programming)

Naming convention (programming)

Cited in the paper.

pygments.org/

Pygments - generic syntax highlighter

Cited in the paper.

github.com/src-d/engine

src-d/engine

Cited in the paper.

tensorflow.org

Martín Abadi et al.: TensorFlow: Large-Scale Machine Learning on Heterogeneous Systems

Cited in the paper.

github.com/keredson/wordninja

Derek Anderson: keredson/wordninja

Cited in the paper.

keras.io

François Chollet et al.: Keras

Cited in the paper.

In: CVPR

Christian Szegedy, Wei Liu, Yangqing Jia, Pierre Sermanet, Scott Reed, Dragomir Anguelov, Dumitru Erhan, Vincent Vanhoucke & Andrew Rabinovich (2015): Going Deeper with Convolutions · 2015

Later among the works it cites.

Proc. ACM Program. Lang

Cristina V. Lopes, Petr Maj, Pedro Martins, Vaibhav Saini, Di Yang, Jakub Zitny, Hitesh Sajnani & Jan Vitek (2017): DéJà Vu: A Map of Code Duplicates on GitHub · 2017

Later among the works it cites.

In: ICSE

Trong Duc Nguyen, Anh Tuan Nguyen, Hung Dang Phan & Tien N. Nguyen (2017): Exploring API Embedding for API Usages and Applications · 2017

Later among the works it cites.