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"

13 / 13 papers shown

Title
Text-to-Code Generation with Modality-relative Pre-training Fenia Christopoulou Guchun Zhang Gerasimos Lampouras AI4TS 18 1 0 08 Feb 2024
A Simple, Yet Effective Approach to Finding Biases in Code Generation Spyridon Mouselinos Mateusz Malinowski Henryk Michalewski 10 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 32 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 12 559 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 14 3 0 20 Jan 2022
What do pre-trained code models know about code? Anjan Karmakar Romain Robbes ELM 24 87 0 25 Aug 2021
On Multi-Modal Learning of Editing Source Code Saikat Chakraborty Baishakhi Ray KELM 16 58 0 15 Aug 2021
ProtoTransformer: A Meta-Learning Approach to Providing Student Feedback Mike Wu Noah D. Goodman Chris Piech Chelsea Finn 16 19 0 23 Jul 2021
DeepDebug: Fixing Python Bugs Using Stack Traces, Backtranslation, and Code Skeletons Dawn Drain Colin B. Clement Guillermo Serrato Neel Sundaresan 15 31 0 19 May 2021
Neural Software Analysis Michael Pradel S. Chandra NAI 21 31 0 16 Nov 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 56 1,094 0 17 Sep 2020
A Literature Study of Embeddings on Source Code Zimin Chen Monperrus Martin 43 82 0 05 Apr 2019
sk_p: a neural program corrector for MOOCs Yewen Pu Karthik Narasimhan Armando Solar-Lezama Regina Barzilay 26 120 0 11 Jul 2016