Automated Source Code Generation and Auto-completion Using Deep
Learning: Comparing and Discussing Current Language-Model-Related Approaches

Automated Source Code Generation and Auto-completion Using Deep Learning: Comparing and Discussing Current Language-Model-Related Approaches

16 September 2020

Juan Cruz-Benito

Sanjay Vishwakarma

Francisco Martín-Fernández

Ismael Faro Ibm Quantum

Papers citing "Automated Source Code Generation and Auto-completion Using Deep Learning: Comparing and Discussing Current Language-Model-Related Approaches"

12 / 12 papers shown

Title
Evaluation of Text Generation: A Survey Asli Celikyilmaz Elizabeth Clark Jianfeng Gao ELM LM&MA 64 380 0 26 Jun 2020
Beyond Accuracy: Behavioral Testing of NLP models with CheckList Marco Tulio Ribeiro Tongshuang Wu Carlos Guestrin Sameer Singh ELM 98 1,089 0 08 May 2020
Byte Pair Encoding is Suboptimal for Language Model Pretraining Kaj Bostrom Greg Durrett 37 205 0 07 Apr 2020
fastai: A Layered API for Deep Learning Jeremy Howard Sylvain Gugger AI4CE 104 865 0 11 Feb 2020
Transformer-XL: Attentive Language Models Beyond a Fixed-Length Context Zihang Dai Zhilin Yang Yiming Yang J. Carbonell Quoc V. Le Ruslan Salakhutdinov VLM 101 3,707 0 09 Jan 2019
A Call for Clarity in Reporting BLEU Scores Matt Post 75 2,941 0 23 Apr 2018
An Analysis of Neural Language Modeling at Multiple Scales Stephen Merity N. Keskar R. Socher 45 170 0 22 Mar 2018
Code Completion with Neural Attention and Pointer Networks Jian Li Yue Wang Michael R. Lyu Irwin King 48 236 0 27 Nov 2017
A Survey of Machine Learning for Big Code and Naturalness Miltiadis Allamanis Earl T. Barr Premkumar T. Devanbu Charles Sutton 92 846 0 18 Sep 2017
Neural Machine Translation of Rare Words with Subword Units Rico Sennrich Barry Haddow Alexandra Birch 131 7,683 0 31 Aug 2015
Cyclical Learning Rates for Training Neural Networks L. Smith ODL 94 2,515 0 03 Jun 2015
Domain-Adversarial Training of Neural Networks Yaroslav Ganin E. Ustinova Hana Ajakan Pascal Germain Hugo Larochelle François Laviolette M. Marchand Victor Lempitsky GAN OOD 307 9,418 0 28 May 2015