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From Idea to Implementation: Evaluating the Influence of Large Language Models in Software Development -- An Opinion Paper

From Idea to Implementation: Evaluating the Influence of Large Language Models in Software Development -- An Opinion Paper

10 March 2025
Sargam Yadav
Asifa Mehmood Qureshi
Abhishek Kaushik
Shubham Sharma
Roisin Loughran
Subramaniam Kazhuparambil
Andrew Shaw
Mohammed Sabry
Niamh St John Lynch
. Nikhil Singh
Padraic O'Hara
Pranay Jaiswal
Roshan Chandru
David Lillis
ArXivPDFHTML

Papers citing "From Idea to Implementation: Evaluating the Influence of Large Language Models in Software Development -- An Opinion Paper"

30 / 30 papers shown
Title
A Showdown of ChatGPT vs DeepSeek in Solving Programming Tasks
A Showdown of ChatGPT vs DeepSeek in Solving Programming Tasks
Ronas Shakya
Farhad Vadiee
Mohammad Khalil
ELM
LRM
85
0
0
16 Mar 2025
Exploring the Impact of Generative Artificial Intelligence in Education: A Thematic Analysis
Exploring the Impact of Generative Artificial Intelligence in Education: A Thematic Analysis
Abhishek Kaushik
Sargam Yadav
Andrew Browne
David Lillis
David Williams
Jack Mc Donnell
Peadar Grant
Siobhan Connolly Kernan
Shubham Sharma
Mansi Arora
43
1
0
20 Jan 2025
Evaluating the Effectiveness of LLMs in Introductory Computer Science
  Education: A Semester-Long Field Study
Evaluating the Effectiveness of LLMs in Introductory Computer Science Education: A Semester-Long Field Study
Wenhan Lyu
Yimeng Wang
Tingting Rachel Chung
Chung
Yifan Sun
Yixuan Zhang
72
33
0
20 Apr 2024
LLM-based agents for automating the enhancement of user story quality:
  An early report
LLM-based agents for automating the enhancement of user story quality: An early report
Zheying Zhang
Maruf Rayhan
Tomas Herda
Manuel Goisauf
Pekka Abrahamsson
LLMAG
38
12
0
14 Mar 2024
Disclosure and Mitigation of Gender Bias in LLMs
Disclosure and Mitigation of Gender Bias in LLMs
Xiangjue Dong
Yibo Wang
Philip S. Yu
James Caverlee
27
35
0
17 Feb 2024
Mixtral of Experts
Mixtral of Experts
Albert Q. Jiang
Alexandre Sablayrolles
Antoine Roux
A. Mensch
Blanche Savary
...
Théophile Gervet
Thibaut Lavril
Thomas Wang
Timothée Lacroix
William El Sayed
MoE
LLMAG
142
1,075
0
08 Jan 2024
A Survey on Large Language Model (LLM) Security and Privacy: The Good,
  the Bad, and the Ugly
A Survey on Large Language Model (LLM) Security and Privacy: The Good, the Bad, and the Ugly
Yifan Yao
Jinhao Duan
Kaidi Xu
Yuanfang Cai
Eric Sun
Yue Zhang
PILM
ELM
87
519
0
04 Dec 2023
Do LLMs exhibit human-like response biases? A case study in survey
  design
Do LLMs exhibit human-like response biases? A case study in survey design
Lindia Tjuatja
Valerie Chen
Sherry Tongshuang Wu
Ameet Talwalkar
Graham Neubig
57
93
0
07 Nov 2023
Verbosity Bias in Preference Labeling by Large Language Models
Verbosity Bias in Preference Labeling by Large Language Models
Keita Saito
Akifumi Wachi
Koki Wataoka
Youhei Akimoto
ALM
46
34
0
16 Oct 2023
LLM Lies: Hallucinations are not Bugs, but Features as Adversarial
  Examples
LLM Lies: Hallucinations are not Bugs, but Features as Adversarial Examples
Jia-Yu Yao
Kun-Peng Ning
Zhen-Hui Liu
Munan Ning
Li Yuan
HILM
LRM
AAML
59
186
0
02 Oct 2023
Summarization is (Almost) Dead
Summarization is (Almost) Dead
Xiao Pu
Mingqi Gao
Xiaojun Wan
HILM
91
41
0
18 Sep 2023
Large Language Models for Software Engineering: A Systematic Literature
  Review
Large Language Models for Software Engineering: A Systematic Literature Review
Xinying Hou
Yanjie Zhao
Yue Liu
Zhou Yang
Kailong Wang
Li Li
Xiapu Luo
David Lo
John C. Grundy
Haoyu Wang
56
367
0
21 Aug 2023
PentestGPT: An LLM-empowered Automatic Penetration Testing Tool
PentestGPT: An LLM-empowered Automatic Penetration Testing Tool
Gelei Deng
Yi Liu
Víctor Mayoral-Vilches
Peng Liu
Yuekang Li
Yuan Xu
Tianwei Zhang
Yang Liu
M. Pinzger
Stefan Rass
LLMAG
44
87
0
13 Aug 2023
Is AI the better programming partner? Human-Human Pair Programming vs.
  Human-AI pAIr Programming
Is AI the better programming partner? Human-Human Pair Programming vs. Human-AI pAIr Programming
Qianou Ma
Tongshuang Wu
Kenneth R. Koedinger
52
34
0
08 Jun 2023
PaLM 2 Technical Report
PaLM 2 Technical Report
Rohan Anil
Andrew M. Dai
Orhan Firat
Melvin Johnson
Dmitry Lepikhin
...
Ce Zheng
Wei Zhou
Denny Zhou
Slav Petrov
Yonghui Wu
ReLM
LRM
169
1,187
0
17 May 2023
Structured Chain-of-Thought Prompting for Code Generation
Structured Chain-of-Thought Prompting for Code Generation
Jia Li
Ge Li
Yongming Li
Zhi Jin
LRM
68
127
0
11 May 2023
Is Your Code Generated by ChatGPT Really Correct? Rigorous Evaluation of
  Large Language Models for Code Generation
Is Your Code Generated by ChatGPT Really Correct? Rigorous Evaluation of Large Language Models for Code Generation
Jiawei Liu
Chun Xia
Yuyao Wang
Lingming Zhang
ELM
ALM
215
890
0
02 May 2023
A Large-Scale Survey on the Usability of AI Programming Assistants:
  Successes and Challenges
A Large-Scale Survey on the Usability of AI Programming Assistants: Successes and Challenges
Jenny T Liang
Chenyang Yang
Brad A. Myers
58
98
0
30 Mar 2023
GPT-4 Technical Report
GPT-4 Technical Report
OpenAI OpenAI
OpenAI Josh Achiam
Steven Adler
Sandhini Agarwal
Lama Ahmad
...
Shengjia Zhao
Tianhao Zheng
Juntang Zhuang
William Zhuk
Barret Zoph
LLMAG
MLLM
1.0K
14,179
0
15 Mar 2023
Large Language Models Struggle to Learn Long-Tail Knowledge
Large Language Models Struggle to Learn Long-Tail Knowledge
Nikhil Kandpal
H. Deng
Adam Roberts
Eric Wallace
Colin Raffel
RALM
KELM
112
414
0
15 Nov 2022
BioGPT: Generative Pre-trained Transformer for Biomedical Text
  Generation and Mining
BioGPT: Generative Pre-trained Transformer for Biomedical Text Generation and Mining
Renqian Luo
Liai Sun
Yingce Xia
Tao Qin
Sheng Zhang
Hoifung Poon
Tie-Yan Liu
MedIm
AI4CE
LM&MA
86
825
0
19 Oct 2022
Training language models to follow instructions with human feedback
Training language models to follow instructions with human feedback
Long Ouyang
Jeff Wu
Xu Jiang
Diogo Almeida
Carroll L. Wainwright
...
Amanda Askell
Peter Welinder
Paul Christiano
Jan Leike
Ryan J. Lowe
OSLM
ALM
754
12,835
0
04 Mar 2022
NER-BERT: A Pre-trained Model for Low-Resource Entity Tagging
NER-BERT: A Pre-trained Model for Low-Resource Entity Tagging
Zihan Liu
Feijun Jiang
Yuxiang Hu
Chen Shi
Pascale Fung
65
38
0
01 Dec 2021
Evaluating Large Language Models Trained on Code
Evaluating Large Language Models Trained on Code
Mark Chen
Jerry Tworek
Heewoo Jun
Qiming Yuan
Henrique Pondé
...
Bob McGrew
Dario Amodei
Sam McCandlish
Ilya Sutskever
Wojciech Zaremba
ELM
ALM
201
5,454
0
07 Jul 2021
The Pile: An 800GB Dataset of Diverse Text for Language Modeling
The Pile: An 800GB Dataset of Diverse Text for Language Modeling
Leo Gao
Stella Biderman
Sid Black
Laurence Golding
Travis Hoppe
...
Horace He
Anish Thite
Noa Nabeshima
Shawn Presser
Connor Leahy
AIMat
432
2,081
0
31 Dec 2020
Language Models are Few-Shot Learners
Language Models are Few-Shot Learners
Tom B. Brown
Benjamin Mann
Nick Ryder
Melanie Subbiah
Jared Kaplan
...
Christopher Berner
Sam McCandlish
Alec Radford
Ilya Sutskever
Dario Amodei
BDL
602
41,736
0
28 May 2020
CodeBERT: A Pre-Trained Model for Programming and Natural Languages
CodeBERT: A Pre-Trained Model for Programming and Natural Languages
Zhangyin Feng
Daya Guo
Duyu Tang
Nan Duan
Xiaocheng Feng
...
Linjun Shou
Bing Qin
Ting Liu
Daxin Jiang
Ming Zhou
140
2,605
0
19 Feb 2020
On the use of BERT for Neural Machine Translation
On the use of BERT for Neural Machine Translation
Stéphane Clinchant
K. Jung
Vassilina Nikoulina
50
90
0
27 Sep 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language
  Understanding
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
Jacob Devlin
Ming-Wei Chang
Kenton Lee
Kristina Toutanova
VLM
SSL
SSeg
1.4K
94,511
0
11 Oct 2018
A deep language model for software code
A deep language model for software code
K. Dam
T. Tran
Trang Pham
32
109
0
09 Aug 2016
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