The Invisible Mentor: Inferring User Actions from Screen Recordings to Recommend Better Workflows
Litao Yan, Andrew Head, K. Milne, Vu Le, Sumit Gulwani, Chris Parnin, Emerson Murphy-Hill
CHI 2026 | September 2025
Chris Parnin
Principal Researcher
论文与出版物
-
-
-
TableTalk: Scaffolding Spreadsheet Development with a Language Agent
Jenny T. Liang, Aayush Kumar, Yasharth Bajpai, Sumit Gulwani, Vu Le, Chris Parnin, Arjun Radhakrishna, Ashish Tiwari, Emerson Murphy-Hill, Gustavo Soares
ACM Transactions on Computer-Human Interaction | September 2025, 第 abs/2502.09787 卷
-
Evaluating the Evaluator: Measuring LLMs’ Adherence to Task Evaluation Instructions
Bhuvanashree Murugadoss, Christian Poelitz, Ian Drosos, Vu Le, Nick McKenna, Carina Suzana Negreanu, Chris Parnin, Advait Sarkar
The 39th Annual AAAI Conference on Artificial Intelligence (AAAI 2025) | April 2025
-
TeCoFeS: Text Column Featurization using Semantic Analysis
Ananya Singha, Mukul Singh, Ashish Tiwari, Sumit Gulwani, Vu Le, Chris Parnin
NAACL 2025 | April 2025
-
-
-
Let’s Fix this Together: Conversational Debugging with GitHub Copilot
Yasharth Bajpai, Bhavya Chopra, Param Biyani, Cagri Aslan, Sumit Gulwani, Dustin Coleman, Chris Parnin, Arjun Radhakrishna, Gustavo Soares
IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC) | August 2024
Best Research Paper Award
-
Semantically Aligned Question and Code Generation for Automated Insight Generation
Ananya Singha, Bhavya Chopra, Anirudh Khatry, Sumit Gulwani, Austin Henley, Vu Le, Chris Parnin, Mukul Singh, Gust Verbruggen
LLM4Code Workshop at ICSE '24 | April 2024
Best Paper
-
Exploring Interaction Patterns for Debugging: Enhancing Conversational Capabilities of AI-assistants
Bhavya Chopra, Yasharth Bajpai, Param Biyani, Gustavo Soares, Arjun Radhakrishna, Chris Parnin, Sumit Gulwani
NAACL: Proceedings of the Third Workshop on Bridging Human-Computer Interaction and Natural Language Processing | February 2024
-
-
-
Tabular Representation, Noisy Operators, and Impacts on Table Structure Understanding Tasks in LLMs
Ananya Singha, José Cambronero, Sumit Gulwani, Vu Le, Chris Parnin
Table Representation Learning Workshop at NeurIPS 2023 | December 2023
-
What Is Your Biggest Pain Point? An Investigation of CS Instructor Obstacles, Workarounds, and Desires
Samim Mirhosseini, Austin Z. Henley, Chris Parnin
SIGCSE '23: ACM Technical Symposium on Computer Science Education | March 2023
-
-
-
Asynchronous Technical Interviews: Reducing the Effect of Supervised Think-Aloud on Communication Ability
Manhaz Behroozi, Chris Brown, Chris Parnin
ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE) | October 2022
Distinguished Paper Award
-
Correlates of Programmer Efficacy and their Link to Experience: A Combined EEG and Eye-Tracking Study
Norman Peitek, Annabelle Bergum, Maurice Rekrut, Jonas Mucke, Matthias Nadig, Janet Siegmund, Chris Parnin, Sven Apel
ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE) | October 2022
-
-
-
TableTalk: Scaffolding Spreadsheet Development with a Language Agent
Jenny T. Liang, Aayush Kumar, Yasharth Bajpai, Sumit Gulwani, Vu Le, Chris Parnin, Arjun Radhakrishna, Ashish Tiwari, Emerson Murphy-Hill, Gustavo Soares
ACM Transactions on Computer-Human Interaction | September 2025, 第 abs/2502.09787 卷
-
Evaluating the Evaluator: Measuring LLMs’ Adherence to Task Evaluation Instructions
Bhuvanashree Murugadoss, Christian Poelitz, Ian Drosos, Vu Le, Nick McKenna, Carina Suzana Negreanu, Chris Parnin, Advait Sarkar
The 39th Annual AAAI Conference on Artificial Intelligence (AAAI 2025) | April 2025
-
TeCoFeS: Text Column Featurization using Semantic Analysis
Ananya Singha, Mukul Singh, Ashish Tiwari, Sumit Gulwani, Vu Le, Chris Parnin
NAACL 2025 | April 2025
-
Let’s Fix this Together: Conversational Debugging with GitHub Copilot
Yasharth Bajpai, Bhavya Chopra, Param Biyani, Cagri Aslan, Sumit Gulwani, Dustin Coleman, Chris Parnin, Arjun Radhakrishna, Gustavo Soares
IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC) | August 2024
Best Research Paper Award
-
Semantically Aligned Question and Code Generation for Automated Insight Generation
Ananya Singha, Bhavya Chopra, Anirudh Khatry, Sumit Gulwani, Austin Henley, Vu Le, Chris Parnin, Mukul Singh, Gust Verbruggen
LLM4Code Workshop at ICSE '24 | April 2024
Best Paper
-
Exploring Interaction Patterns for Debugging: Enhancing Conversational Capabilities of AI-assistants
Bhavya Chopra, Yasharth Bajpai, Param Biyani, Gustavo Soares, Arjun Radhakrishna, Chris Parnin, Sumit Gulwani
NAACL: Proceedings of the Third Workshop on Bridging Human-Computer Interaction and Natural Language Processing | February 2024
-
Tabular Representation, Noisy Operators, and Impacts on Table Structure Understanding Tasks in LLMs
Ananya Singha, José Cambronero, Sumit Gulwani, Vu Le, Chris Parnin
Table Representation Learning Workshop at NeurIPS 2023 | December 2023
-
-
-
Evaluating the Evaluator: Measuring LLMs’ Adherence to Task Evaluation Instructions
Bhuvanashree Murugadoss, Christian Poelitz, Ian Drosos, Vu Le, Nick McKenna, Carina Suzana Negreanu, Chris Parnin, Advait Sarkar
The 39th Annual AAAI Conference on Artificial Intelligence (AAAI 2025) | April 2025
-
-
-
The Invisible Mentor: Inferring User Actions from Screen Recordings to Recommend Better Workflows
Litao Yan, Andrew Head, K. Milne, Vu Le, Sumit Gulwani, Chris Parnin, Emerson Murphy-Hill
CHI 2026 | September 2025
-
TableTalk: Scaffolding Spreadsheet Development with a Language Agent
Jenny T. Liang, Aayush Kumar, Yasharth Bajpai, Sumit Gulwani, Vu Le, Chris Parnin, Arjun Radhakrishna, Ashish Tiwari, Emerson Murphy-Hill, Gustavo Soares
ACM Transactions on Computer-Human Interaction | September 2025, 第 abs/2502.09787 卷
-
Let’s Fix this Together: Conversational Debugging with GitHub Copilot
Yasharth Bajpai, Bhavya Chopra, Param Biyani, Cagri Aslan, Sumit Gulwani, Dustin Coleman, Chris Parnin, Arjun Radhakrishna, Gustavo Soares
IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC) | August 2024
Best Research Paper Award
-
Exploring Interaction Patterns for Debugging: Enhancing Conversational Capabilities of AI-assistants
Bhavya Chopra, Yasharth Bajpai, Param Biyani, Gustavo Soares, Arjun Radhakrishna, Chris Parnin, Sumit Gulwani
NAACL: Proceedings of the Third Workshop on Bridging Human-Computer Interaction and Natural Language Processing | February 2024
-
Asynchronous Technical Interviews: Reducing the Effect of Supervised Think-Aloud on Communication Ability
Manhaz Behroozi, Chris Brown, Chris Parnin
ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE) | October 2022
Distinguished Paper Award
-
-
-
TableTalk: Scaffolding Spreadsheet Development with a Language Agent
Jenny T. Liang, Aayush Kumar, Yasharth Bajpai, Sumit Gulwani, Vu Le, Chris Parnin, Arjun Radhakrishna, Ashish Tiwari, Emerson Murphy-Hill, Gustavo Soares
ACM Transactions on Computer-Human Interaction | September 2025, 第 abs/2502.09787 卷
-
TeCoFeS: Text Column Featurization using Semantic Analysis
Ananya Singha, Mukul Singh, Ashish Tiwari, Sumit Gulwani, Vu Le, Chris Parnin
NAACL 2025 | April 2025
-
-
-
TeCoFeS: Text Column Featurization using Semantic Analysis
Ananya Singha, Mukul Singh, Ashish Tiwari, Sumit Gulwani, Vu Le, Chris Parnin
NAACL 2025 | April 2025
-
Let’s Fix this Together: Conversational Debugging with GitHub Copilot
Yasharth Bajpai, Bhavya Chopra, Param Biyani, Cagri Aslan, Sumit Gulwani, Dustin Coleman, Chris Parnin, Arjun Radhakrishna, Gustavo Soares
IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC) | August 2024
Best Research Paper Award
-
Exploring Interaction Patterns for Debugging: Enhancing Conversational Capabilities of AI-assistants
Bhavya Chopra, Yasharth Bajpai, Param Biyani, Gustavo Soares, Arjun Radhakrishna, Chris Parnin, Sumit Gulwani
NAACL: Proceedings of the Third Workshop on Bridging Human-Computer Interaction and Natural Language Processing | February 2024
-
What Is Your Biggest Pain Point? An Investigation of CS Instructor Obstacles, Workarounds, and Desires
Samim Mirhosseini, Austin Z. Henley, Chris Parnin
SIGCSE '23: ACM Technical Symposium on Computer Science Education | March 2023
-
Asynchronous Technical Interviews: Reducing the Effect of Supervised Think-Aloud on Communication Ability
Manhaz Behroozi, Chris Brown, Chris Parnin
ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE) | October 2022
Distinguished Paper Award
-
Correlates of Programmer Efficacy and their Link to Experience: A Combined EEG and Eye-Tracking Study
Norman Peitek, Annabelle Bergum, Maurice Rekrut, Jonas Mucke, Matthias Nadig, Janet Siegmund, Chris Parnin, Sven Apel
ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE) | October 2022
-
-
-
Asynchronous Technical Interviews: Reducing the Effect of Supervised Think-Aloud on Communication Ability
Manhaz Behroozi, Chris Brown, Chris Parnin
ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE) | October 2022
Distinguished Paper Award
-
-
-
The Invisible Mentor: Inferring User Actions from Screen Recordings to Recommend Better Workflows
Litao Yan, Andrew Head, K. Milne, Vu Le, Sumit Gulwani, Chris Parnin, Emerson Murphy-Hill
CHI 2026 | September 2025
-
Evaluating the Evaluator: Measuring LLMs’ Adherence to Task Evaluation Instructions
Bhuvanashree Murugadoss, Christian Poelitz, Ian Drosos, Vu Le, Nick McKenna, Carina Suzana Negreanu, Chris Parnin, Advait Sarkar
The 39th Annual AAAI Conference on Artificial Intelligence (AAAI 2025) | April 2025
-
TeCoFeS: Text Column Featurization using Semantic Analysis
Ananya Singha, Mukul Singh, Ashish Tiwari, Sumit Gulwani, Vu Le, Chris Parnin
NAACL 2025 | April 2025
-
Let’s Fix this Together: Conversational Debugging with GitHub Copilot
Yasharth Bajpai, Bhavya Chopra, Param Biyani, Cagri Aslan, Sumit Gulwani, Dustin Coleman, Chris Parnin, Arjun Radhakrishna, Gustavo Soares
IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC) | August 2024
Best Research Paper Award
-
Semantically Aligned Question and Code Generation for Automated Insight Generation
Ananya Singha, Bhavya Chopra, Anirudh Khatry, Sumit Gulwani, Austin Henley, Vu Le, Chris Parnin, Mukul Singh, Gust Verbruggen
LLM4Code Workshop at ICSE '24 | April 2024
Best Paper
-
Exploring Interaction Patterns for Debugging: Enhancing Conversational Capabilities of AI-assistants
Bhavya Chopra, Yasharth Bajpai, Param Biyani, Gustavo Soares, Arjun Radhakrishna, Chris Parnin, Sumit Gulwani
NAACL: Proceedings of the Third Workshop on Bridging Human-Computer Interaction and Natural Language Processing | February 2024
-
Tabular Representation, Noisy Operators, and Impacts on Table Structure Understanding Tasks in LLMs
Ananya Singha, José Cambronero, Sumit Gulwani, Vu Le, Chris Parnin
Table Representation Learning Workshop at NeurIPS 2023 | December 2023
-
What Is Your Biggest Pain Point? An Investigation of CS Instructor Obstacles, Workarounds, and Desires
Samim Mirhosseini, Austin Z. Henley, Chris Parnin
SIGCSE '23: ACM Technical Symposium on Computer Science Education | March 2023
-
Asynchronous Technical Interviews: Reducing the Effect of Supervised Think-Aloud on Communication Ability
Manhaz Behroozi, Chris Brown, Chris Parnin
ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE) | October 2022
Distinguished Paper Award
-
Correlates of Programmer Efficacy and their Link to Experience: A Combined EEG and Eye-Tracking Study
Norman Peitek, Annabelle Bergum, Maurice Rekrut, Jonas Mucke, Matthias Nadig, Janet Siegmund, Chris Parnin, Sven Apel
ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE) | October 2022
-
-
-
TableTalk: Scaffolding Spreadsheet Development with a Language Agent
Jenny T. Liang, Aayush Kumar, Yasharth Bajpai, Sumit Gulwani, Vu Le, Chris Parnin, Arjun Radhakrishna, Ashish Tiwari, Emerson Murphy-Hill, Gustavo Soares
ACM Transactions on Computer-Human Interaction | September 2025, 第 abs/2502.09787 卷
-