Search Results for author: Lawrence Pang

Found 2 papers, 1 papers with code

CoCoNuT: Combining Context-Aware Neural Translation Models using Ensemble for Program Repair

1 code implementation18 Jul 2020 Thibaud Lutellier, Hung Viet Pham, Lawrence Pang, Yitong Li, Moshi Wei, Lin Tan

To address these challenges, we propose a new G&V technique—CoCoNuT, which uses ensemble learning on the combination of convolutional neural networks (CNNs) and a new context-aware neural machine translation (NMT) architecture to automatically fix bugs in multiple programming languages.

Ensemble Learning Machine Translation +3

ENCORE: Ensemble Learning using Convolution Neural Machine Translation for Automatic Program Repair

no code implementations20 Jun 2019 Thibaud Lutellier, Lawrence Pang, Viet Hung Pham, Moshi Wei, Lin Tan

We propose ENCORE, a new G&V technique, which uses ensemble learning on convolutional neural machine translation (NMT) models to automatically fix bugs in multiple programming languages.

Ensemble Learning Machine Translation +3

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