StackRAG Agent: Improving Developer Answers with Retrieval-Augmented Generation

Authors: Abrahamyan, Davit, Fard, Fatemeh H.

Source: 2024 IEEE International Conference on Software Maintenance and Evolution (ICSME) ICSME Software Maintenance and Evolution (ICSME), 2024 IEEE International Conference on. :893-897 Oct, 2024

Relation: 2024 IEEE International Conference on Software Maintenance and Evolution (ICSME)

Teaching Mining Software Repositories

Authors: Codabux, Zadia, Fard, Fatemeh, Verdecchia, Roberto, Palomba, Fabio, Di Nucci, Dario, Recupito, Gilberto

Subject Terms: Computer Science - Software Engineering

Access URL: http://arxiv.org/abs/2501.01903

Do Current Language Models Support Code Intelligence for R Programming Language?

Authors: Zhao, ZiXiao, Fard, Fatemeh H.

Subject Terms: Computer Science - Software Engineering, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2410.07793

Context-Augmented Code Generation Using Programming Knowledge Graphs

Authors: Saberi, Iman, Fard, Fatemeh

Subject Terms: Computer Science - Software Engineering, Computer Science - Artificial Intelligence, Computer Science - Information Retrieval

Access URL: http://arxiv.org/abs/2410.18251

Investigating the Efficacy of Large Language Models for Code Clone Detection

Authors: Khajezade, Mohamad, Wu, Jie Jw, Fard, Fatemeh Hendijani, Rodriguez-Perez, Gema, Shehata, Mohamed Sami

Source: 2024 IEEE/ACM 32nd International Conference on Program Comprehension (ICPC) ICPC Program Comprehension (ICPC), 2024 IEEE/ACM 32nd International Conference on. :161-165 Apr, 2024

Relation: 2024 IEEE/ACM 32nd International Conference on Program Comprehension (ICPC)

Studying Vulnerable Code Entities in R

Authors: Zhao, Zixiao, Das, Millon Madhur, Fard, Fatemeh H.

Source: 2024 IEEE/ACM 32nd International Conference on Program Comprehension (ICPC) ICPC Program Comprehension (ICPC), 2024 IEEE/ACM 32nd International Conference on. :328-332 Apr, 2024

Relation: 2024 IEEE/ACM 32nd International Conference on Program Comprehension (ICPC)

A Survey on LLM-based Code Generation for Low-Resource and Domain-Specific Programming Languages

Authors: Joel, Sathvik, Wu, Jie JW, Fard, Fatemeh H.

Subject Terms: Computer Science - Software Engineering, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2410.03981

Studying Versioning in Stack Overflow

Authors: Chen, Yiyun, Chen, Fuxiang, Kim, Mijung, Fard, Fatemeh

Source: 2024 39th IEEE/ACM International Conference on Automated Software Engineering (ASE) ASE Automated Software Engineering (ASE), 2024 39th IEEE/ACM International Conference on. :2456-2457 Oct, 2024

Relation: 2024 39th IEEE/ACM International Conference on Automated Software Engineering (ASE)

Automated Detection of Algorithm Debt in Deep Learning Frameworks: An Empirical Study

Authors: Simon, Emmanuel Iko-Ojo, Hettiarachchi, Chirath, Potanin, Alex, Suominen, Hanna, Fard, Fatemeh

Subject Terms: Computer Science - Software Engineering, D.2.7, K.6.3

Access URL: http://arxiv.org/abs/2408.10529

MergeRepair: An Exploratory Study on Merging Task-Specific Adapters in Code LLMs for Automated Program Repair

Authors: Dehghan, Meghdad, Wu, Jie JW, Fard, Fatemeh H., Ouni, Ali

Subject Terms: Computer Science - Software Engineering, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2408.09568

HumanEvalComm: Benchmarking the Communication Competence of Code Generation for LLMs and LLM Agent

Authors: Wu, Jie JW, Fard, Fatemeh H

Source: ACM Trans. Softw. Eng. Methodol., Published Jan 2025

Subject Terms: Computer Science - Software Engineering

Access URL: http://arxiv.org/abs/2406.00215

Technical Briefing on Parameter Efficient Fine-Tuning of (Large) Language Models for Code-Intelligence

Authors: Fard, Fatemeh H.

Source: 2024 IEEE/ACM 46th International Conference on Software Engineering: Companion Proceedings (ICSE-Companion) ICSE-COMPANION Software Engineering: Companion Proceedings (ICSE-Companion), 2024 IEEE/ACM 46th International Conference on. :434-435 Apr, 2024

Relation: 2024 IEEE/ACM 46th International Conference on Software Engineering: Companion Proceedings (ICSE-Companion)

Evaluating Code Comment Generation With Summarized API Docs

Authors: Matmti, Bilel, Fard, Fatemeh

Source: 2023 IEEE/ACM 2nd International Workshop on Natural Language-Based Software Engineering (NLBSE) NLBSE Natural Language-Based Software Engineering (NLBSE), 2023 IEEE/ACM 2nd International Workshop on. :60-63 May, 2023

Relation: 2023 IEEE/ACM 2nd International Workshop on Natural Language-Based Software Engineering (NLBSE)

APIContext2Com: Code Comment Generation by Incorporating Pre-Defined API Documentation

Authors: Shahbazi, Ramin, Fard, Fatemeh

Source: 2023 IEEE/ACM 31st International Conference on Program Comprehension (ICPC) ICPC Program Comprehension (ICPC), 2023 IEEE/ACM 31st International Conference on. :13-24 May, 2023

Relation: 2023 IEEE/ACM 31st International Conference on Program Comprehension (ICPC)

Model-Agnostic Syntactical Information for Pre-Trained Programming Language Models

Authors: Saberi, Iman, Fard, Fatemeh H.

Source: 2023 IEEE/ACM 20th International Conference on Mining Software Repositories (MSR) MSR Mining Software Repositories (MSR), 2023 IEEE/ACM 20th International Conference on. :183-193 May, 2023

Relation: 2023 IEEE/ACM 20th International Conference on Mining Software Repositories (MSR)

Empirical Studies of Parameter Efficient Methods for Large Language Models of Code and Knowledge Transfer to R

Authors: Esmaeili, Amirreza, Saberi, Iman, Fard, Fatemeh H.

Subject Terms: Computer Science - Software Engineering, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2405.01553

Utilization of Pre-trained Language Model for Adapter-based Knowledge Transfer in Software Engineering

Authors: Saberi, Iman, Fard, Fatemeh, Chen, Fuxiang

Subject Terms: Computer Science - Software Engineering, 68N30, D.2.0, I.2.5

Access URL: http://arxiv.org/abs/2307.08540

AdvFusion: Adapter-based Knowledge Transfer for Code Summarization on Code Language Models

Authors: Saberi, Iman, Esmaeili, Amirreza, Fard, Fatemeh, Chen, Fuxiang

Subject Terms: Computer Science - Software Engineering, 68N30, 68T35, D.2.0, I.2.5

Access URL: http://arxiv.org/abs/2307.07854

On the Transferability of Pre-trained Language Models for Low-Resource Programming Languages

Authors: Chen, Fuxiang, Fard, Fatemeh H., Lo, David, Bryksin, Timofey

Source: 2022 IEEE/ACM 30th International Conference on Program Comprehension (ICPC) ICPC Program Comprehension (ICPC), 2022 IEEE/ACM 30th International Conference on. :401-412 May, 2022

Relation: 2022 IEEE/ACM 30th International Conference on Program Comprehension (ICPC)

On the Effectiveness of Pretrained Models for API Learning

Authors: Hadi, Mohammad Abdul, Yusuf, Imam Nur Bani, Thung, Ferdian, Luong, Kien Gia, Lingxiao, Jiang, Fard, Fatemeh H., Lo, David

Source: 2022 IEEE/ACM 30th International Conference on Program Comprehension (ICPC) ICPC Program Comprehension (ICPC), 2022 IEEE/ACM 30th International Conference on. :309-320 May, 2022

Relation: 2022 IEEE/ACM 30th International Conference on Program Comprehension (ICPC)