Maliheh Izadi
- Language Models for Code Completion: A Practical Evaluation
2024/02/25 by Maliheh Izadi, Jonathan Katzy, Izadi, Maliheh +9 · 22 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Programming Languages (cs.PL) #Software Engineering (cs.SE) #Text Readability and Simplification
- Long Code Arena: a Set of Benchmarks for Long-Context Code Models
2024/06/17 by Egor Bogomolov, Aleksandra Eliseeva, Bogomolov, Egor +18 · 21 citations
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Model-Driven Software Engineering Techniques #Power Systems and Technologies #Software Engineering (cs.SE)
- Automated Recovery of Issue-Commit Links Leveraging Both Textual and Non-textual Data
2021/07/05 by Pooya Rostami Mazrae, Mazrae, Pooya Rostami, Maliheh Izadi +3 · 6 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE) #Software Engineering Research #Software Engineering Techniques and Practices #Software System Performance and Reliability
- Extending Source Code Pre-Trained Language Models to Summarise Decompiled Binaries
2023/01/04 by Ali Al-Kaswan, Al-Kaswan, Ali, Toufique Ahmed +9 · 7 citations
Computer Science · #Advanced Malware Detection Techniques #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE) #Software Engineering Research #Software Testing and Debugging Techniques
- Leveraging Large Language Models for Enhancing the Understandability of Generated Unit Tests
2024/08/21 by Amirhossein Deljouyi, Roham Koohestani, Deljouyi, Amirhossein +5 · 12 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering (cs.SE) #Topic Modeling
- Predicting the Objective and Priority of Issue Reports in Software Repositories
2020/12/20 by Maliheh Izadi, Kiana Akbari, Izadi, Maliheh +3 · 4 citations
Computer Science · #Software Engineering Research #Software Engineering Techniques and Practices #Software System Performance and Reliability
- An Empirical Study on Data Leakage and Generalizability of Link Prediction Models for Issues and Commits
2022/11/01 by Maliheh Izadi, Pooya Rostami Mazrae, Izadi, Maliheh +5 · 3 citations
Computer Science · #Software Engineering Research #Software System Performance and Reliability #Software Reliability and Analysis Research
- Targeted Attack on GPT-Neo for the SATML Language Model Data Extraction Challenge
2023/02/13 by Ali Al-Kaswan, Maliheh Izadi, Al-Kaswan, Ali +3 · 3 citations
Computer Science · Medicine · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Topic Modeling
- Topic Recommendation for Software Repositories using Multi-label\n Classification Algorithms
2020/10/18 by Maliheh Izadi, Abbas Heydarnoori, Izadi, Maliheh +3 · 2 citations
Computer Science · Social Sciences · #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Web Data Mining and Analysis #Wikis in Education and Collaboration
- An Exploratory Investigation into Code License Infringements in Large Language Model Training Datasets
2024/03/22 by Jonathan Katzy, Katzy, Jonathan, Răzvan-Mihai Popescu +5 · 3 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Software Engineering (cs.SE) #Topic Modeling
- Semantically-enhanced Topic Recommendation System for Software Projects
2022/05/31 by Maliheh Izadi, Mahtab Nejati, Izadi, Maliheh +3 · 2 citations
Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Software Engineering (cs.SE) #Software Engineering Research #Topic Modeling
- In-IDE Human-AI Experience in the Era of Large Language Models; A Literature Review
2024/01/19 by Agnia Sergeyuk, Sergeyuk, Agnia, С. А. Титов +3 · 3 citations
Computer Science · #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Open Source Software Innovations #Software Engineering (cs.SE) #Software Engineering Research #Software Engineering Techniques and Practices
- STACC: Code Comment Classification using SentenceTransformers
2023/02/25 by Ali Al-Kaswan, Al-Kaswan, Ali, Maliheh Izadi +3 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software Reliability and Analysis Research
- Enriching Source Code with Contextual Data for Code Completion Models: An Empirical Study
2023/04/24 by Tim van Dam, van Dam, Tim, Maliheh Izadi +3 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Software Engineering Research #Software Engineering Techniques and Practices #Software Reliability and Analysis Research
- Investigating the Performance of Language Models for Completing Code in Functional Programming Languages: a Haskell Case Study
2024/03/22 by Tim van Dam, van Dam, Tim, Frank van der Heijden +9 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Logic, programming, and type systems #Parallel Computing and Optimization Techniques #Software Engineering Research
- On the Impact of Language Selection for Training and Evaluating Programming Language Models
2023/08/25 by Jonathan Katzy, Katzy, Jonathan, Maliheh Izadi +3 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Programming Languages (cs.PL) #Software Engineering (cs.SE) #Software Engineering Research #Topic Modeling
- The Impact of Generative AI on Creativity in Software Development: A Research Agenda
2024/12/19 by Victoria Jackson, Bogdan Vasilescu, Daniel Russo +7 · 2 citations
Computer Science · Psychology · #Cognitive Science and Mapping #Creativity in Education and Neuroscience #Educational Games and Gamification
- Creativity, Generative AI, and Software Development: A Research Agenda
2024/06/04 by Victoria Jackson, Jackson, Victoria, Bogdan Vasilescu +17 · 1 citation
Business, Management and Accounting · #Big Data and Business Intelligence
- A Multi-agent Onboarding Assistant based on Large Language Models, Retrieval Augmented Generation, and Chain-of-Thought
2025/03/30 by Andrei Cristian Ionescu, Ionescu, Andrei Cristian, Sergey Titov +3 · 2 citations
Computer Science · #FOS: Computer and information sciences #Model-Driven Software Engineering Techniques #Software Engineering (cs.SE) #Software Engineering Research #Software Engineering Techniques and Practices