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)

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

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

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)

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

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)

On The Cross-Modal Transfer from Natural Language to Code through Adapter Modules

Authors: Goel, Divyam, Grover, Ramansh, Fard, Fatemeh H.

Source: 2022 IEEE/ACM 30th International Conference on Program Comprehension (ICPC) ICPC Program Comprehension (ICPC), 2022 IEEE/ACM 30th International Conference on. :71-81 May, 2022

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

Retrieval Enhanced Ensemble Model Framework For Rumor Detection On Micro-blogging Platforms

Authors: Sharma, Rishab, Fard, Fatemeh H., Narayan, Apurva

Source: 2021 20th IEEE International Conference on Machine Learning and Applications (ICMLA) ICMLA Machine Learning and Applications (ICMLA), 2021 20th IEEE International Conference on. :227-232 Dec, 2021

Relation: 2021 20th IEEE International Conference on Machine Learning and Applications (ICMLA)

Pre-Trained Neural Language Models for Automatic Mobile App User Feedback Answer Generation

Authors: Cao, Yue, Fard, Fatemeh H.

Source: 2021 36th IEEE/ACM International Conference on Automated Software Engineering Workshops (ASEW) ASEW Automated Software Engineering Workshops (ASEW), 2021 36th IEEE/ACM International Conference on. :120-125 Nov, 2021

Relation: 2021 36th IEEE/ACM International Conference on Automated Software Engineering Workshops (ASEW)

Algorithm Debt: Challenges and Future Paths

Authors: Simon, Emmanuel Iko-Ojo, Vidoni, Melina, Fard, Fatemeh H.

Source: 2023 IEEE/ACM 2nd International Conference on AI Engineering – Software Engineering for AI (CAIN) CAIN AI Engineering – Software Engineering for AI (CAIN), 2023 IEEE/ACM 2nd International Conference on. :90-91 May, 2023

Relation: 2023 IEEE/ACM 2nd International Conference on AI Engineering – Software Engineering for AI (CAIN)

API2Com: On the Improvement of Automatically Generated Code Comments Using API Documentations

Authors: Shahbazi, Ramin, Sharma, Rishab, Fard, Fatemeh H.

Source: 2021 IEEE/ACM 29th International Conference on Program Comprehension (ICPC) ICPC Program Comprehension (ICPC), 2021 IEEE/ACM 29th International Conference on. :411-421 May, 2021

Relation: 2021 IEEE/ACM 29th International Conference on Program Comprehension (ICPC)

Technical Debt in the Peer-Review Documentation of R Packages: a rOpenSci Case Study

Authors: Codabux, Zadia, Vidoni, Melina, Fard, Fatemeh H.

Source: 2021 IEEE/ACM 18th International Conference on Mining Software Repositories (MSR) MSR Mining Software Repositories (MSR), 2021 IEEE/ACM 18th International Conference on. :195-206 May, 2021

Relation: 2021 IEEE/ACM 18th International Conference on Mining Software Repositories (MSR)

AOBTM: Adaptive Online Biterm Topic Modeling for Version Sensitive Short-texts Analysis

Authors: Hadi, Mohammad Abdul, Fard, Fatemeh H

Source: 2020 IEEE International Conference on Software Maintenance and Evolution (ICSME) ICSME Software Maintenance and Evolution (ICSME), 2020 IEEE International Conference on. :593-604 Sep, 2020

Relation: 2020 IEEE International Conference on Software Maintenance and Evolution (ICSME)

Pre-Trained Neural Language Models for Automatic Mobile App User Feedback Answer Generation

Authors: Cao, Yue, Fard, Fatemeh H.

Subject Terms: Computer Science - Computation and Language, Computer Science - Machine Learning, Computer Science - Software Engineering

Access URL: http://arxiv.org/abs/2202.02294

A Semantic-Based Framework for Analyzing App Users' Feedback

Authors: Yadav, Aman, Sharma, Rishab, Fard, Fatemeh H.

Source: 2020 IEEE 27th International Conference on Software Analysis, Evolution and Reengineering (SANER) Software Analysis, Evolution and Reengineering (SANER), 2020 IEEE 27th International Conference on. :572-576 Feb, 2020

Relation: 2020 IEEE 27th International Conference on Software Analysis, Evolution and Reengineering (SANER)