A General Path-Based Representation for Predicting Program Properties

26 March 2018

Papers citing "A General Path-Based Representation for Predicting Program Properties"

22 / 22 papers shown

Title
Epicure: Distilling Sequence Model Predictions into Patterns Miltiadis Allamanis Earl T. Barr 18 0 0 16 Aug 2023
Modelling Concurrency Bugs Using Machine Learning Teodor Rares Begu 13 0 0 08 May 2023
Code-DKT: A Code-based Knowledge Tracing Model for Programming Tasks Yang Shi Min Chi Tiffany Barnes T. Price AI4Ed 37 24 0 07 Jun 2022
AdaptivePaste: Code Adaptation through Learning Semantics-aware Variable Usage Representations Xiaoyu Liu Jinu Jang Neel Sundaresan Miltiadis Allamanis Alexey Svyatkovskiy 16 2 0 23 May 2022
Assemble Foundation Models for Automatic Code Summarization Jian Gu P. Salza H. Gall 36 34 0 13 Jan 2022
Precise Learning of Source Code Contextual Semantics via Hierarchical Dependence Structure and Graph Attention Networks Zhehao Zhao Bo Yang Ge Li Huai Liu Zhi Jin 10 21 0 20 Nov 2021
A Survey on Machine Learning Techniques for Source Code Analysis Tushar Sharma M. Kechagia Stefanos Georgiou Rohit Tiwari Indira Vats Hadi Moazen Federica Sarro 25 61 0 18 Oct 2021
Multimodal Representation for Neural Code Search Jian Gu Zimin Chen Monperrus Martin 13 43 0 02 Jul 2021
Toward Less Hidden Cost of Code Completion with Acceptance and Ranking Models Jingxuan Li Rui Huang Wei Li Kai-Lang Yao Weiguo Tan 27 14 0 26 Jun 2021
PSIMiner: A Tool for Mining Rich Abstract Syntax Trees from Code Egor Spirin Egor Bogomolov V. Kovalenko T. Bryksin 33 15 0 23 Mar 2021
Code Completion by Modeling Flattened Abstract Syntax Trees as Graphs Yanlin Wang Hui Li 10 85 0 17 Mar 2021
Learning to Make Compiler Optimizations More Effective Rahim Mammadli Marija Selakovic F. Wolf Michael Pradel 21 13 0 24 Feb 2021
DOBF: A Deobfuscation Pre-Training Objective for Programming Languages Baptiste Roziere Marie-Anne Lachaux Marc Szafraniec Guillaume Lample AI4CE 52 137 0 15 Feb 2021
Pointing to Subwords for Generating Function Names in Source Code Shogo Fujita Hidetaka Kamigaito Hiroya Takamura Manabu Okumura 11 2 0 09 Nov 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 22 13 0 28 Aug 2020
Static Neural Compiler Optimization via Deep Reinforcement Learning Rahim Mammadli Ali Jannesari F. Wolf 28 30 0 20 Aug 2020
A Structural Model for Contextual Code Changes Shaked Brody Uri Alon Eran Yahav KELM 21 7 0 27 May 2020
Embedding Java Classes with code2vec: Improvements from Variable Obfuscation Rhys Compton E. Frank Panos Patros Abigail M. Y. Koay 19 62 0 06 Apr 2020
ProGraML: Graph-based Deep Learning for Program Optimization and Analysis Chris Cummins Zacharias V. Fisches Tal Ben-Nun Torsten Hoefler Hugh Leather 88 56 0 23 Mar 2020
Learning based Methods for Code Runtime Complexity Prediction Jagriti Sikka K. Satya Yaman Kumar Singla Shagun Uppal R. Shah Roger Zimmermann 20 14 0 04 Nov 2019
IR2Vec: LLVM IR based Scalable Program Embeddings Venkata Keerthy Rohit Aggarwal Shalini Jain Maunendra Sankar Ramakrishna Upadrasta Desarkar 24 10 0 13 Sep 2019
Neural Code Comprehension: A Learnable Representation of Code Semantics Tal Ben-Nun Alice Shoshana Jakobovits Torsten Hoefler 18 239 0 19 Jun 2018