Aligning Programming Language and Natural Language: Exploring Design Choices in Multi-Modal Transformer-Based Embedding for Bug Localization
Fuente:
arXiv
Enregistré dans:
| Auteurs principaux: | Chakraborty, Partha, Arumugam, Venkatraman, Nagappan, Meiyappan |
|---|---|
| Format: | Preprint |
| Publié: |
2024
|
| Sujets: | |
| Accès en ligne: | |
| Tags: |
Ajouter un tag
Pas de tags, Soyez le premier à ajouter un tag!
|
Documents similaires
Revisiting the Performance of Deep Learning-Based Vulnerability Detection on Realistic Datasets
par: Chakraborty, Partha, et autres
Publié: (2024)
par: Chakraborty, Partha, et autres
Publié: (2024)
RLocator: Reinforcement Learning for Bug Localization
par: Chakraborty, Partha, et autres
Publié: (2023)
par: Chakraborty, Partha, et autres
Publié: (2023)
BLAZE: Cross-Language and Cross-Project Bug Localization via Dynamic Chunking and Hard Example Learning
par: Chakraborty, Partha, et autres
Publié: (2024)
par: Chakraborty, Partha, et autres
Publié: (2024)
AddressWatcher: Sanitizer-Based Localization of Memory Leak Fixes
par: Murali, Aniruddhan, et autres
Publié: (2024)
par: Murali, Aniruddhan, et autres
Publié: (2024)
GALA: Multimodal Graph Alignment for Bug Localization in Automated Program Repair
par: Liu, Zhuoyao, et autres
Publié: (2026)
par: Liu, Zhuoyao, et autres
Publié: (2026)
Natural Language Summarization Enables Multi-Repository Bug Localization by LLMs in Microservice Architectures
par: Oskooei, Amirkia Rafiei, et autres
Publié: (2025)
par: Oskooei, Amirkia Rafiei, et autres
Publié: (2025)
Automated Bug Triaging using Instruction-Tuned Large Language Models
par: Kiashemshaki, Kiana, et autres
Publié: (2025)
par: Kiashemshaki, Kiana, et autres
Publié: (2025)
An Empirical Study on the Effectiveness of Large Language Models for SATD Identification and Classification
par: Sheikhaei, Mohammad Sadegh, et autres
Publié: (2024)
par: Sheikhaei, Mohammad Sadegh, et autres
Publié: (2024)
OODEval: Evaluating Large Language Models on Object-Oriented Design
par: Xiao, Bingxu, et autres
Publié: (2026)
par: Xiao, Bingxu, et autres
Publié: (2026)
Runtime Execution Traces Guided Automated Program Repair with Multi-Agent Debate
par: Wu, Jiaqing, et autres
Publié: (2026)
par: Wu, Jiaqing, et autres
Publié: (2026)
From Machine Learning Documentation to Requirements: Bridging Processes with Requirements Languages
par: Peng, Yi, et autres
Publié: (2025)
par: Peng, Yi, et autres
Publié: (2025)
Contrastive Learning-Enhanced Large Language Models for Monolith-to-Microservice Decomposition
par: Sellami, Khaled, et autres
Publié: (2025)
par: Sellami, Khaled, et autres
Publié: (2025)
Towards Understanding Barriers and Mitigation Strategies of Software Engineers with Non-traditional Educational and Occupational Backgrounds
par: Barnes, Tavian, et autres
Publié: (2022)
par: Barnes, Tavian, et autres
Publié: (2022)
Mining Bug Repositories for Multi-Fault Programs
par: Callaghan, Dylan, et autres
Publié: (2024)
par: Callaghan, Dylan, et autres
Publié: (2024)
Demystifying the Silence of Correctness Bugs in PyTorch Compiler
par: Li, Meiziniu, et autres
Publié: (2026)
par: Li, Meiziniu, et autres
Publié: (2026)
Automated Deep Learning Optimization via DSL-Based Source Code Transformation
par: Wang, Ruixin, et autres
Publié: (2024)
par: Wang, Ruixin, et autres
Publié: (2024)
Learning Software Bug Reports: A Systematic Literature Review
par: Long, Guoming, et autres
Publié: (2025)
par: Long, Guoming, et autres
Publié: (2025)
RelRepair: Enhancing Automated Program Repair by Retrieving Relevant Code
par: Liu, Shunyu, et autres
Publié: (2025)
par: Liu, Shunyu, et autres
Publié: (2025)
CCCI: Code Completion with Contextual Information for Complex Data Transfer Tasks Using Large Language Models
par: Jin, Hangzhan, et autres
Publié: (2025)
par: Jin, Hangzhan, et autres
Publié: (2025)
AutoCodeSherpa: Symbolic Explanations in AI Coding Agents
par: Kang, Sungmin, et autres
Publié: (2025)
par: Kang, Sungmin, et autres
Publié: (2025)
Towards Reliable Generation of Executable Workflows by Foundation Models
par: Masoumzadeh, Sogol, et autres
Publié: (2025)
par: Masoumzadeh, Sogol, et autres
Publié: (2025)
LLM-Driven Cost-Effective Requirements Change Impact Analysis
par: Etezadi, Romina, et autres
Publié: (2025)
par: Etezadi, Romina, et autres
Publié: (2025)
Large Language Models (LLMs) for Requirements Engineering (RE): A Systematic Literature Review
par: Zadenoori, Mohammad Amin, et autres
Publié: (2025)
par: Zadenoori, Mohammad Amin, et autres
Publié: (2025)
Bug In the Code Stack: Can LLMs Find Bugs in Large Python Code Stacks
par: Lee, Hokyung, et autres
Publié: (2024)
par: Lee, Hokyung, et autres
Publié: (2024)
Unified Modeling Language Code Generation from Diagram Images Using Multimodal Large Language Models
par: Bates, Averi, et autres
Publié: (2025)
par: Bates, Averi, et autres
Publié: (2025)
Quantitative Analysis of Technical Debt and Pattern Violation in Large Language Model Architectures
par: Slater, Tyler
Publié: (2025)
par: Slater, Tyler
Publié: (2025)
AgentModernize: Preserving Business Logic in Legacy Modernization with Multi-Agent LLMs and Behavioral Specification Graphs
par: Ahmed, Sheikh Nazib, et autres
Publié: (2026)
par: Ahmed, Sheikh Nazib, et autres
Publié: (2026)
MeDeT: Medical Device Digital Twins Creation with Few-shot Meta-learning
par: Sartaj, Hassan, et autres
Publié: (2024)
par: Sartaj, Hassan, et autres
Publié: (2024)
Leveraging Large Language Models for Use Case Model Generation from Software Requirements
par: Eisenreich, Tobias, et autres
Publié: (2025)
par: Eisenreich, Tobias, et autres
Publié: (2025)
SLEAN: Simple Lightweight Ensemble Analysis Network for Multi-Provider LLM Coordination: Design, Implementation, and Vibe Coding Bug Investigation Case Study
par: Vargas, Matheus J. T.
Publié: (2025)
par: Vargas, Matheus J. T.
Publié: (2025)
SpecOps: A Fully Automated AI Agent Testing Framework in Real-World GUI Environments
par: Ahmed, Syed Yusuf, et autres
Publié: (2026)
par: Ahmed, Syed Yusuf, et autres
Publié: (2026)
A Pattern Language for Resilient Visual Agents
par: Gidey, Habtom Kahsay, et autres
Publié: (2026)
par: Gidey, Habtom Kahsay, et autres
Publié: (2026)
Streamlining Security Vulnerability Triage with Large Language Models
par: Torkamani, Mohammad Jalili, et autres
Publié: (2025)
par: Torkamani, Mohammad Jalili, et autres
Publié: (2025)
Abstain and Validate: A Dual-LLM Policy for Reducing Noise in Agentic Program Repair
par: Cambronero, José, et autres
Publié: (2025)
par: Cambronero, José, et autres
Publié: (2025)
Review Beats Planning: Dual-Model Interaction Patterns for Code Synthesis
par: Miller, Jan
Publié: (2026)
par: Miller, Jan
Publié: (2026)
CoSQA+: Pioneering the Multi-Choice Code Search Benchmark with Test-Driven Agents
par: Gong, Jing, et autres
Publié: (2024)
par: Gong, Jing, et autres
Publié: (2024)
JITScope: Interactive Visualization of JIT Compiler IR Transformations
par: Dalbo, Kyra, et autres
Publié: (2025)
par: Dalbo, Kyra, et autres
Publié: (2025)
Addressing Data Leakage in HumanEval Using Combinatorial Test Design
par: Bradbury, Jeremy S., et autres
Publié: (2024)
par: Bradbury, Jeremy S., et autres
Publié: (2024)
Automating Domain-Driven Design: Experience with a Prompting Framework
par: Eisenreich, Tobias, et autres
Publié: (2026)
par: Eisenreich, Tobias, et autres
Publié: (2026)
Distilling Desired Comments for Enhanced Code Review with Large Language Models
par: Yu, Yongda, et autres
Publié: (2024)
par: Yu, Yongda, et autres
Publié: (2024)
Documents similaires
-
Revisiting the Performance of Deep Learning-Based Vulnerability Detection on Realistic Datasets
par: Chakraborty, Partha, et autres
Publié: (2024) -
RLocator: Reinforcement Learning for Bug Localization
par: Chakraborty, Partha, et autres
Publié: (2023) -
BLAZE: Cross-Language and Cross-Project Bug Localization via Dynamic Chunking and Hard Example Learning
par: Chakraborty, Partha, et autres
Publié: (2024) -
AddressWatcher: Sanitizer-Based Localization of Memory Leak Fixes
par: Murali, Aniruddhan, et autres
Publié: (2024) -
GALA: Multimodal Graph Alignment for Bug Localization in Automated Program Repair
par: Liu, Zhuoyao, et autres
Publié: (2026)