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02/14/2023
The Programmer's Assistant: Conversational Interaction with a Large Language Model for Software Development
Large language models (LLMs) have recently been applied in software engi...
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01/13/2023
A Case Study in Engineering a Conversational Programming Assistant's Persona
The Programmer's Assistant is an experimental prototype software develop...
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01/13/2023
Toward General Design Principles for Generative AI Applications
Generative AI technologies are growing in power, utility, and use. As ge...
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02/15/2022
Better Together? An Evaluation of AI-Supported Code Translation
Generative machine learning models have recently been applied to source ...
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02/10/2022
Investigating Explainability of Generative AI for Code through Scenario-based Design
What does it mean for a generative AI model to be explainable? The emerg...
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10/11/2021
Using Document Similarity Methods to create Parallel Datasets for Code Translation
Translating source code from one programming language to another is a cr...
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04/09/2021
Model LineUpper: Supporting Interactive Model Comparison at Multiple Levels for AutoML
Automated Machine Learning (AutoML) is a rapidly growing set of technolo...
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04/08/2021
Perfection Not Required? Human-AI Partnerships in Code Translation
Generative models have become adept at producing artifacts such as image...
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02/24/2021
Themisto: Towards Automated Documentation Generation in Computational Notebooks
Computational notebooks allow data scientists to express their ideas thr...
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01/12/2021
Expanding Explainability: Towards Social Transparency in AI systems
As AI-powered systems increasingly mediate consequential decision-making...
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12/04/2020
Quality Estimation Interpretability for Code Translation
Recently, the automated translation of source code from one programming ...
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10/15/2020
Do's and Don'ts for Human and Digital Worker Integration
Robotic process automation (RPA) and its next evolutionary stage, intell...
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12/13/2019
AutoAIViz: Opening the Blackbox of Automated Artificial Intelligence with Conditional Parallel Coordinates
Artificial Intelligence (AI) can now automate the algorithm selection, f...
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12/05/2019
In AI We Trust? Factors That Influence Trustworthiness of AI-infused Decision-Making Processes
Many decision-making processes have begun to incorporate an AI element, ...
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09/05/2019
Human-AI Collaboration in Data Science: Exploring Data Scientists' Perceptions of Automated AI
The rapid advancement of artificial intelligence (AI) is changing our li...
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04/23/2018