Learning and Evaluating Contextual Embedding of Source Code

Learning and Evaluating Contextual Embedding of Source Code

21 December 2019

Petros Maniatis

Gogul Balakrishnan

Papers citing "Learning and Evaluating Contextual Embedding of Source Code"

18 / 18 papers shown

Title
Text-to-Code Generation with Modality-relative Pre-training Fenia Christopoulou Guchun Zhang Gerasimos Lampouras AI4TS 26 1 0 08 Feb 2024
A Simple, Yet Effective Approach to Finding Biases in Code Generation Spyridon Mouselinos Mateusz Malinowski Henryk Michalewski 18 7 0 31 Oct 2022
PanGu-Coder: Program Synthesis with Function-Level Language Modeling Fenia Christopoulou Gerasimos Lampouras Milan Gritta Guchun Zhang Yinpeng Guo ... Guangtai Liang Jia Wei Xin Jiang Qianxiang Wang Qun Liu ELM SyDa ALM 45 74 0 22 Jul 2022
UniXcoder: Unified Cross-Modal Pre-training for Code Representation Daya Guo Shuai Lu Nan Duan Yanlin Wang Ming Zhou Jian Yin 23 559 0 08 Mar 2022
AstBERT: Enabling Language Model for Financial Code Understanding with Abstract Syntax Trees Rong Liang Tiehu Zhang Y. Lu Yuze Liu Zhengqing Huang Xin Chen 16 3 0 20 Jan 2022
What do pre-trained code models know about code? Anjan Karmakar Romain Robbes ELM 32 87 0 25 Aug 2021
On Multi-Modal Learning of Editing Source Code Saikat Chakraborty Baishakhi Ray KELM 29 58 0 15 Aug 2021
ProtoTransformer: A Meta-Learning Approach to Providing Student Feedback Mike Wu Noah D. Goodman Chris Piech Chelsea Finn 35 19 0 23 Jul 2021
Understanding Neural Code Intelligence Through Program Simplification Md Rafiqul Islam Rabin Vincent J. Hellendoorn Mohammad Amin Alipour AAML 49 58 0 07 Jun 2021
DeepDebug: Fixing Python Bugs Using Stack Traces, Backtranslation, and Code Skeletons Dawn Drain Colin B. Clement Guillermo Serrato Neel Sundaresan 25 31 0 19 May 2021
Generating Bug-Fixes Using Pretrained Transformers Dawn Drain Chen Henry Wu Alexey Svyatkovskiy Neel Sundaresan 25 50 0 16 Apr 2021
Recommending Metamodel Concepts during Modeling Activities with Pre-Trained Language Models Martin Weyssow H. Sahraoui Eugene Syriani 16 50 0 04 Apr 2021
Neural Software Analysis Michael Pradel S. Chandra NAI 31 33 0 16 Nov 2020
CodeBLEU: a Method for Automatic Evaluation of Code Synthesis Shuo Ren Daya Guo Shuai Lu Long Zhou Shujie Liu Duyu Tang Neel Sundaresan M. Zhou Ambrosio Blanco Shuai Ma ELM 40 501 0 22 Sep 2020
GraphCodeBERT: Pre-training Code Representations with Data Flow Daya Guo Shuo Ren Shuai Lu Zhangyin Feng Duyu Tang ... Dawn Drain Neel Sundaresan Jian Yin Daxin Jiang M. Zhou 88 1,094 0 17 Sep 2020
CORAL: COde RepresentAtion Learning with Weakly-Supervised Transformers for Analyzing Data Analysis Ashley Ge Zhang Michael Merrill Yang Liu Jeffrey Heer Tim Althoff ViT 28 13 0 28 Aug 2020
A Literature Study of Embeddings on Source Code Zimin Chen Monperrus Martin 49 82 0 05 Apr 2019
sk_p: a neural program corrector for MOOCs Yewen Pu Karthik R. Narasimhan Armando Solar-Lezama Regina Barzilay 37 120 0 11 Jul 2016