Saikat Chakraborty | DeepAI

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∙ 06/10/2023

Automated Code Editing with Search-Generate-Modify

Code editing is essential in evolving software development. Many automat...

0 Changshu Liu, et al. ∙

∙ 06/05/2023

CONCORD: Clone-aware Contrastive Learning for Source Code

Deep Learning (DL) models to analyze source code have shown immense prom...

0 Yangruibo Ding, et al. ∙

∙ 05/23/2023

GrACE: Generation using Associated Code Edits

Developers expend a significant amount of time in editing code for a var...

0 Priyanshu Gupta, et al. ∙

∙ 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...

0 Anthony Saieva, et al. ∙

∙ 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 ...

0 Sarah Fakhoury, et al. ∙

∙ 02/21/2023

On ML-Based Program Translation: Perils and Promises

With the advent of new and advanced programming languages, it becomes im...

0 Aniketh Malyala, et al. ∙

∙ 06/15/2022

NatGen: Generative pre-training by "Naturalizing" source code

Pre-trained Generative Language models (e.g. PLBART, CodeT5, SPT-Code) f...

0 Saikat Chakraborty, et al. ∙

∙ 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...

0 Wasi Uddin Ahmad, et al. ∙

∙ 10/08/2021

Towards Learning (Dis)-Similarity of Source Code from Program Contrasts

Understanding the functional (dis)-similarity of source code is signific...

0 Yangruibo Ding, et al. ∙

∙ 08/26/2021

Retrieval Augmented Code Generation and Summarization

Software developers write a lot of source code and documentation during ...

0 Md Rizwan Parvez, et al. ∙

∙ 08/26/2021

AVATAR: A Parallel Corpus for Java-Python Program Translation

Program translation refers to migrating source code from one programming...

1 Wasi Uddin Ahmad, et al. ∙

∙ 08/15/2021

On Multi-Modal Learning of Editing Source Code

In recent years, Neural Machine Translator (NMT) has shown promise in au...

0 Saikat Chakraborty, et al. ∙

∙ 03/10/2021

Unified Pre-training for Program Understanding and Generation

Code summarization and generation empower conversion between programming...

0 Wasi Uddin Ahmad, et al. ∙

∙ 09/03/2020

Deep Learning based Vulnerability Detection: Are We There Yet?

Automated detection of software vulnerabilities is a fundamental problem...

0 Saikat Chakraborty, et al. ∙

∙ 05/01/2020

A Transformer-based Approach for Source Code Summarization

Generating a readable summary that describes the functionality of a prog...

6 Wasi Uddin Ahmad, et al. ∙

∙ 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...

0 Saikat Chakraborty, et al. ∙

∙ 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 ...

0 Saikat Chakraborty, et al. ∙

∙ 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...

0 Md Masudur Rahman, et al. ∙

∙ 05/13/2018

Building Language Models for Text with Named Entities

Text in many domains involves a significant amount of named entities. Pr...

0 Md Rizwan Parvez, et al. ∙

∙ 02/20/2018

Entropy Guided Spectrum Based Bug Localization Using Statistical Language Model

Locating bugs is challenging but one of the most important activities in...

0 Saikat Chakraborty, et al. ∙

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