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A Study on Developer Behaviors for Validating and Repairing
  LLM-Generated Code Using Eye Tracking and IDE Actions

A Study on Developer Behaviors for Validating and Repairing LLM-Generated Code Using Eye Tracking and IDE Actions

25 May 2024
Ningzhi Tang
Meng Chen
Zheng Ning
Aakash Bansal
Yu Huang
Collin McMillan
T. Li
ArXivPDFHTML

Papers citing "A Study on Developer Behaviors for Validating and Repairing LLM-Generated Code Using Eye Tracking and IDE Actions"

7 / 7 papers shown
Title
Risk Assessment Framework for Code LLMs via Leveraging Internal States
Risk Assessment Framework for Code LLMs via Leveraging Internal States
Yuheng Huang
Lei Ma
Keizaburo Nishikino
Takumi Akazaki
39
0
0
20 Apr 2025
Conversational AI as a Coding Assistant: Understanding Programmers' Interactions with and Expectations from Large Language Models for Coding
Conversational AI as a Coding Assistant: Understanding Programmers' Interactions with and Expectations from Large Language Models for Coding
Mehmet Akhoroz
Caglar Yildirim
ELM
39
0
0
14 Mar 2025
Human-AI Experience in Integrated Development Environments: A Systematic Literature Review
Agnia Sergeyuk
Ilya Zakharov
Ekaterina Koshchenko
M. Izadi
58
0
0
08 Mar 2025
DeepCodeProbe: Towards Understanding What Models Trained on Code Learn
DeepCodeProbe: Towards Understanding What Models Trained on Code Learn
Vahid Majdinasab
Amin Nikanjam
Foutse Khomh
40
1
0
11 Jul 2024
CoLadder: Supporting Programmers with Hierarchical Code Generation in
  Multi-Level Abstraction
CoLadder: Supporting Programmers with Hierarchical Code Generation in Multi-Level Abstraction
Ryan Yen
Jiawen Zhu
Sangho Suh
Haijun Xia
Jian Zhao
46
14
0
12 Oct 2023
Grounded Copilot: How Programmers Interact with Code-Generating Models
Grounded Copilot: How Programmers Interact with Code-Generating Models
Shraddha Barke
M. James
Nadia Polikarpova
167
309
0
30 Jun 2022
Productivity Assessment of Neural Code Completion
Productivity Assessment of Neural Code Completion
Albert Ziegler
Eirini Kalliamvakou
Shawn Simister
Ganesh Sittampalam
Alice Li
Andrew Rice
Devon Rifkin
E. Aftandilian
102
177
0
13 May 2022
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