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06/10/2023
Automated Code Editing with Search-Generate-Modify
Code editing is essential in evolving software development. Many automat...
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06/05/2023
CONCORD: Clone-aware Contrastive Learning for Source Code
Deep Learning (DL) models to analyze source code have shown immense prom...
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05/23/2023
GrACE: Generation using Associated Code Edits
Developers expend a significant amount of time in editing code for a var...
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05/05/2023
On Contrastive Learning of Semantic Similarity forCode to Code Search
This paper introduces a novel code-to-code search technique that enhance...
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04/07/2023
Towards Generating Functionally Correct Code Edits from Natural Language Issue Descriptions
Large language models (LLMs), such as OpenAI's Codex, have demonstrated ...
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02/21/2023
On ML-Based Program Translation: Perils and Promises
With the advent of new and advanced programming languages, it becomes im...
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06/15/2022
NatGen: Generative pre-training by "Naturalizing" source code
Pre-trained Generative Language models (e.g. PLBART, CodeT5, SPT-Code) f...
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05/23/2022
Summarize and Generate to Back-translate: Unsupervised Translation of Programming Languages
Back-translation is widely known for its effectiveness for neural machin...
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10/08/2021
Towards Learning (Dis)-Similarity of Source Code from Program Contrasts
Understanding the functional (dis)-similarity of source code is signific...
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08/26/2021
Retrieval Augmented Code Generation and Summarization
Software developers write a lot of source code and documentation during ...
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08/26/2021
AVATAR: A Parallel Corpus for Java-Python Program Translation
Program translation refers to migrating source code from one programming...
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08/15/2021
On Multi-Modal Learning of Editing Source Code
In recent years, Neural Machine Translator (NMT) has shown promise in au...
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03/10/2021
Unified Pre-training for Program Understanding and Generation
Code summarization and generation empower conversion between programming...
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09/03/2020
Deep Learning based Vulnerability Detection: Are We There Yet?
Automated detection of software vulnerabilities is a fundamental problem...
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05/01/2020
A Transformer-based Approach for Source Code Summarization
Generating a readable summary that describes the functionality of a prog...
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11/29/2019
A Graph-based Ranking Approach to Extract Key-frames for Static Video Summarization
Video abstraction has become one of the efficient approaches to grasp th...
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09/30/2018
Tree2Tree Neural Translation Model for Learning Source Code Changes
The way developers edit day-to-day code tend to be repetitive and often ...
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08/08/2018
A Case Study on the Impact of Similarity Measure on Information Retrieval based Software Engineering Tasks
Information Retrieval (IR) plays a pivotal role in diverse Software Engi...
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05/13/2018
Building Language Models for Text with Named Entities
Text in many domains involves a significant amount of named entities. Pr...
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02/20/2018