Software — Paper Notes

IJCNLP-2017 A parallel corpus of Python functions and documentation strings for automated code documentation and code generation

IJCNLP Software 2017-11-02 code-generation code-documentation

ICPC-2018 Deep code comment generation

ICPC Software 2018-05-28 code-comment

ICSE-2018 Deep code search

ICSE Software 2018-05-27 code-search

IJCAI-2019 Commit Message Generation for Source Code Changes

IJCAI Software 2019-08-10 code-understanding

ICSE-2019 A Neural Model for Generating Natural Language Summaries of Program Subroutines

ICSE Software 2019-05-25 code-summarization

ICSE-2019 A Novel Neural Source Code Representation Based on Abstract Syntax Tree

ICSE Software 2019-05-25 GNN code-summarization

MSR

MSR-2020 Improved Automatic Summarization of Subroutines via Attention to File Context

MSR Software 2020-11-18 code-summarization

ACL-2020 Contrastive Code Representation Learning

ACL Software 2020-07-25 code-understanding contrastive-learning

ICML-2020 Graph-based, Self-Supervised Program Repair from Diagnostic Feedback

ICML Software 2020-07-13 program-repair GNN

ACL-2020 A Transformer-based Approach for Source Code Summarization

ACL Software 2020-05-01 code-summarization transformer

ICLR-2021 GraphCodeBERT：Pre-training Code Representations with Data Flow

ICLR Software 2021-09-13 code-understanding transformer GNN

EMNLP-2021 CodeT5：Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation

EMNLP Software 2021-09-02 code-understanding transformer

ACL-2021 Learning Sequential and Structural Information for Source Code Summarization

ACL Software 2021-08-10 Transformer GNN

ICSME-2021 Ensemble Models for Neural Source Code Summarization of Subroutines

ICSME Software 2021-07-23 code-summarization

IJCAI

IJCAI-2021 Graph-Augmented Code Summarization in Computational Notebooks

IJCAI Software 2021-07-23 code-summarization GNN

OpenAI-2021 Evaluating Large Language Models Trained on Code

OpenAI Software 2021-07-14 LLM code-generation

ICPC-2021 A Multi-Modal Transformer-based Code Summarization Approach for Smart Contracts

ICPC Software 2021-03-12 transformer code-summarization

Automated Software Engineering-2021 Automating just-in-time comment updating

Automated Software Engineering Software 2021-01-27 code-summarization

ACL-2021 Code Summarization with Structure-induced Transformer

ACL Software 2021-01-01 code-summarization transformer

EMNLP-2021 HAConvGNN：Hierarchical Attention Based Convolutional Graph Neural Network for Code Documentation Generation in Jupyter Notebooks

EMNLP Software 2022-11-10 code-documentation GNN

ICPC-2022 HELoC：Hierarchical Contrastive Learning of Source Code Representation

ICPC Software 2022-10-20 contrastive-learning GNN

EMNLP-2020 CodeBERT：A Pre-Trained Model for Programming and Natural Languages

EMNLP Software 2022-09-18 code-understanding transformer

ICSE-2022 AST-trans：code summarization with efficient tree-structured attention

ICSE Software 2022-07-05 code-summarization

ICSE-2022 Cross-Domain Deep Code Search with Few-Shot Meta Learning

ICSE Software 2022-07-05 code-search meta-learning

AAAI-2022 Hierarchical Heterogeneous Graph Attention Network for Syntax-Aware Summarization

AAAI Software 2022-06-28 code-summarization GNN

arXiv-2022 Learning code summarization from a small and local dataset

arXiv Software 2022-06-08 Transformer GNN

Journal of Systems and Software-2022 Automatic source code summarization with graph attention networks

Journal of Systems and Software Software 2022-06-01 code-summarization GNN

ICML-2016 A Convolutional Attention Network for Extreme Summarization of Source Code

ICML Software 2022-05-25 convolutional-neural-network code-summarization

ACL-2022 Impact of Evaluation Methodologies on Code Summarization

ACL Software 2022-05-20 code-summarization

NAACL-2022 CODE-MVP：Learning to Represent Source Code from Multiple Views with Contrastive Pre-Training

NAACL Software 2022-05-04 code-summarization transformer contrastive-learning

arXiv-2022 A Survey of Deep Learning Models for Structural Code Understanding

arXiv Software 2022-05-01 code-understanding

DeepMind-2022 Competition-Level Code Generation with AlphaCode

DeepMind Software 2022-03-07 code-generation