Investigating Explainability of Generative AI for Code through
Scenario-based Design

Investigating Explainability of Generative AI for Code through Scenario-based Design

10 February 2022

Michael J. Muller

Stephanie Houde

Kartik Talamadupula

Justin D. Weisz

Papers citing "Investigating Explainability of Generative AI for Code through Scenario-based Design"

14 / 14 papers shown

Title
Privacy Risks and Preservation Methods in Explainable Artificial Intelligence: A Scoping Review Sonal Allana Mohan Kankanhalli Rozita Dara 32 0 0 05 May 2025
Explainable AI Reloaded: Challenging the XAI Status Quo in the Era of Large Language Models Upol Ehsan Mark O. Riedl 25 2 0 09 Aug 2024
The European Commitment to Human-Centered Technology: The Integral Role of HCI in the EU AI Act's Success André Calero Valdez Moreen Heine Thomas Franke Nicole Jochems Hans-Christian Jetter Tim Schrills 21 0 0 22 Feb 2024
AI Transparency in the Age of LLMs: A Human-Centered Research Roadmap Q. V. Liao J. Vaughan 36 158 0 02 Jun 2023
Technical Understanding from IML Hands-on Experience: A Study through a Public Event for Science Museum Visitors Wataru Kawabe Yuri Nakao Akihisa Shitara Yusuke Sugano 26 1 0 10 May 2023
Why is AI not a Panacea for Data Workers? An Interview Study on Human-AI Collaboration in Data Storytelling Haotian Li Yun Wang Q. V. Liao Huamin Qu 55 23 0 17 Apr 2023
Human-AI Co-Creation Approach to Find Forever Chemicals Replacements J. Ferreira V. Segura J. G. R. Souza Gabriel D. J. Barbosa Joao Gallas Renato F. G. Cerqueira Dmitry Zubarev 12 0 0 11 Apr 2023
Exploring Challenges and Opportunities to Support Designers in Learning to Co-create with AI-based Manufacturing Design Tools Frederic Gmeiner Humphrey Yang L. Yao Kenneth Holstein Nikolas Martelaro AI4CE 60 63 0 01 Mar 2023
Explainability Pitfalls: Beyond Dark Patterns in Explainable AI Upol Ehsan Mark O. Riedl XAI SILM 59 58 0 26 Sep 2021
CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation Yue Wang Weishi Wang Shafiq R. Joty S. Hoi 235 1,489 0 02 Sep 2021
Measuring Coding Challenge Competence With APPS Dan Hendrycks Steven Basart Saurav Kadavath Mantas Mazeika Akul Arora ... Collin Burns Samir Puranik Horace He D. Song Jacob Steinhardt ELM AIMat ALM 208 624 0 20 May 2021
CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation Shuai Lu Daya Guo Shuo Ren Junjie Huang Alexey Svyatkovskiy ... Nan Duan Neel Sundaresan Shao Kun Deng Shengyu Fu Shujie Liu ELM 198 853 0 09 Feb 2021
Evaluating the Interpretability of Generative Models by Interactive Reconstruction A. Ross Nina Chen Elisa Zhao Hang Elena L. Glassman Finale Doshi-Velez 103 49 0 02 Feb 2021
What Makes Good In-Context Examples for GPT- $3$ ? Jiachang Liu Dinghan Shen Yizhe Zhang Bill Dolan Lawrence Carin Weizhu Chen AAML RALM 275 1,312 0 17 Jan 2021