Gust Verbruggen

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

Publication

EmFORE: Learning Email Folder Classification Rules by Demonstration

Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Gust Verbruggen

38th Annual AAAI Conference on Artificial Intelligence - Demo Track | March 2024, pp. 23835-23837

Publication DOI Video

FLAME: A Small Language Model for Spreadsheet Formulas

Harshit Joshi, Abishai Ebenezer, José Cambronero, Sumit Gulwani, Aditya Kanade, Vu Le, Ivan Radicek, Gust Verbruggen

AAAI | February 2024

Publication

PyDex: Repairing Bugs in Introductory Python Assignments using LLMs

Jialu Zhang, José Cambronero, Sumit Gulwani, Vu Le, Ruzica Piskac, Gustavo Soares, Gust Verbruggen

Object-oriented Programming, Systems, Languages, and Applications (OOPSLA) | January 2024

Publication

Assessing GPT4-V on Structured Reasoning Tasks

Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Gust Verbruggen

Preprint | December 2023

Publication Preprint

CODEFUSION: A Pre-trained Diffusion Model for Code Generation

Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Gust Verbruggen, Carina Negreanu

EMNLP 2023 | November 2023

Publication Video

TSTR: Target Similarity Tuning Meets the Real World

Anirudh Khatry, Sumit Gulwani, Priyanshu Gupta, Vu Le, Ananya Singha, Mukul Singh, Gust Verbruggen

Findings of EMNLP 2023 | November 2023

Publication Video

EmFore: Online Learning of Email Folder Classification Rules

Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Gust Verbruggen

CIKM '23: Proceedings of the 32nd ACM International Conference on Information and Knowledge Management | October 2023

Publication DOI Video

FormaT5: Abstention and Examples for Conditional Table Formatting with Natural Language

Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Carina Negreanu, Elnaz Nouri, Mohammad Raza, Gust Verbruggen

50th International Conference on Very Large Data Bases (VLDB 24) | October 2023

Publication

DataVinci: Learning Syntactic and Semantic String Repairs

Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Carina Negreanu, Gust Verbruggen

Preprint | August 2023

Publication Preprint

Demonstration of CORNET: Learning Spreadsheet Formatting Rules by Example

Mukul Singh, José Cambronero, Carina Negreanu, Sumit Gulwani, Gust Verbruggen

49th International Conference on Very Large Data Bases - Demo Track | August 2023

Publication DOI Video

Cornet: Learning Table Formatting Rules By Example

Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Carina Negreanu, Mohammad Raza, Gust Verbruggen

49th International Conference on Very Large Data Bases | May 2023

Publication DOI Video

Repair Is Nearly Generation: Multilingual Program Repair with LLMs

Harshit Joshi, José Cambronero, Sumit Gulwani, Vu Le, Ivan Radicek, Gust Verbruggen

February 2023

Published by: AAAI | February 2023

Publication

Personalized Action Suggestions in Low-Code Automation Platforms

Saksham Gupta, Gust Verbruggen, Mukul Singh, Sumit Gulwani, Vu Le

International Conference on Software Engineering (ICSE) 2023 - Industry Track | December 2022

Publication DOI

Repairing Bugs in Python Assignments using Large Language Models

Jialu Zhang, José Cambronero, Sumit Gulwani, Vu Le, Ruzica Piskac, Gustavo Soares, Gust Verbruggen

September 2022

Publication

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

Publication

EmFORE: Learning Email Folder Classification Rules by Demonstration

Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Gust Verbruggen

38th Annual AAAI Conference on Artificial Intelligence - Demo Track | March 2024, pp. 23835-23837

Publication DOI Video

FLAME: A Small Language Model for Spreadsheet Formulas

Harshit Joshi, Abishai Ebenezer, José Cambronero, Sumit Gulwani, Aditya Kanade, Vu Le, Ivan Radicek, Gust Verbruggen

AAAI | February 2024

Publication

PyDex: Repairing Bugs in Introductory Python Assignments using LLMs

Jialu Zhang, José Cambronero, Sumit Gulwani, Vu Le, Ruzica Piskac, Gustavo Soares, Gust Verbruggen

Object-oriented Programming, Systems, Languages, and Applications (OOPSLA) | January 2024

Publication

Assessing GPT4-V on Structured Reasoning Tasks

Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Gust Verbruggen

Preprint | December 2023

Publication Preprint

TSTR: Target Similarity Tuning Meets the Real World

Anirudh Khatry, Sumit Gulwani, Priyanshu Gupta, Vu Le, Ananya Singha, Mukul Singh, Gust Verbruggen

Findings of EMNLP 2023 | November 2023

Publication Video

CODEFUSION: A Pre-trained Diffusion Model for Code Generation

Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Gust Verbruggen, Carina Negreanu

EMNLP 2023 | November 2023

Publication Video

FormaT5: Abstention and Examples for Conditional Table Formatting with Natural Language

Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Carina Negreanu, Elnaz Nouri, Mohammad Raza, Gust Verbruggen

50th International Conference on Very Large Data Bases (VLDB 24) | October 2023

Publication

EmFore: Online Learning of Email Folder Classification Rules

Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Gust Verbruggen

CIKM '23: Proceedings of the 32nd ACM International Conference on Information and Knowledge Management | October 2023

Publication DOI Video

DataVinci: Learning Syntactic and Semantic String Repairs

Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Carina Negreanu, Gust Verbruggen

Preprint | August 2023

Publication Preprint

Demonstration of CORNET: Learning Spreadsheet Formatting Rules by Example

Mukul Singh, José Cambronero, Carina Negreanu, Sumit Gulwani, Gust Verbruggen

49th International Conference on Very Large Data Bases - Demo Track | August 2023

Publication DOI Video

Cornet: Learning Table Formatting Rules By Example

Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Carina Negreanu, Mohammad Raza, Gust Verbruggen

49th International Conference on Very Large Data Bases | May 2023

Publication DOI Video

Repair Is Nearly Generation: Multilingual Program Repair with LLMs

Harshit Joshi, José Cambronero, Sumit Gulwani, Vu Le, Ivan Radicek, Gust Verbruggen

February 2023

Published by: AAAI | February 2023

Publication

Personalized Action Suggestions in Low-Code Automation Platforms

Saksham Gupta, Gust Verbruggen, Mukul Singh, Sumit Gulwani, Vu Le

International Conference on Software Engineering (ICSE) 2023 - Industry Track | December 2022

Publication DOI

Repairing Bugs in Python Assignments using Large Language Models

Jialu Zhang, José Cambronero, Sumit Gulwani, Vu Le, Ruzica Piskac, Gustavo Soares, Gust Verbruggen

September 2022

Publication

EmFORE: Learning Email Folder Classification Rules by Demonstration

Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Gust Verbruggen

38th Annual AAAI Conference on Artificial Intelligence - Demo Track | March 2024, pp. 23835-23837

Publication DOI Video

Assessing GPT4-V on Structured Reasoning Tasks

Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Gust Verbruggen

Preprint | December 2023

Publication Preprint

FormaT5: Abstention and Examples for Conditional Table Formatting with Natural Language

Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Carina Negreanu, Elnaz Nouri, Mohammad Raza, Gust Verbruggen

50th International Conference on Very Large Data Bases (VLDB 24) | October 2023

Publication

DataVinci: Learning Syntactic and Semantic String Repairs

Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Carina Negreanu, Gust Verbruggen

Preprint | August 2023

Publication Preprint

Demonstration of CORNET: Learning Spreadsheet Formatting Rules by Example

Mukul Singh, José Cambronero, Carina Negreanu, Sumit Gulwani, Gust Verbruggen

49th International Conference on Very Large Data Bases - Demo Track | August 2023

Publication DOI Video

Cornet: Learning Table Formatting Rules By Example

Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Carina Negreanu, Mohammad Raza, Gust Verbruggen

49th International Conference on Very Large Data Bases | May 2023

Publication DOI Video

EmFORE: Learning Email Folder Classification Rules by Demonstration

Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Gust Verbruggen

38th Annual AAAI Conference on Artificial Intelligence - Demo Track | March 2024, pp. 23835-23837

Publication DOI Video

PyDex: Repairing Bugs in Introductory Python Assignments using LLMs

Jialu Zhang, José Cambronero, Sumit Gulwani, Vu Le, Ruzica Piskac, Gustavo Soares, Gust Verbruggen

Object-oriented Programming, Systems, Languages, and Applications (OOPSLA) | January 2024

Publication

Assessing GPT4-V on Structured Reasoning Tasks

Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Gust Verbruggen

Preprint | December 2023

Publication Preprint

TSTR: Target Similarity Tuning Meets the Real World

Anirudh Khatry, Sumit Gulwani, Priyanshu Gupta, Vu Le, Ananya Singha, Mukul Singh, Gust Verbruggen

Findings of EMNLP 2023 | November 2023

Publication Video

FormaT5: Abstention and Examples for Conditional Table Formatting with Natural Language

Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Carina Negreanu, Elnaz Nouri, Mohammad Raza, Gust Verbruggen

50th International Conference on Very Large Data Bases (VLDB 24) | October 2023

Publication

EmFore: Online Learning of Email Folder Classification Rules

Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Gust Verbruggen

CIKM '23: Proceedings of the 32nd ACM International Conference on Information and Knowledge Management | October 2023

Publication DOI Video

DataVinci: Learning Syntactic and Semantic String Repairs

Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Carina Negreanu, Gust Verbruggen

Preprint | August 2023

Publication Preprint

Demonstration of CORNET: Learning Spreadsheet Formatting Rules by Example

Mukul Singh, José Cambronero, Carina Negreanu, Sumit Gulwani, Gust Verbruggen

49th International Conference on Very Large Data Bases - Demo Track | August 2023

Publication DOI Video

Cornet: Learning Table Formatting Rules By Example

Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Carina Negreanu, Mohammad Raza, Gust Verbruggen

49th International Conference on Very Large Data Bases | May 2023

Publication DOI Video

Repair Is Nearly Generation: Multilingual Program Repair with LLMs

Harshit Joshi, José Cambronero, Sumit Gulwani, Vu Le, Ivan Radicek, Gust Verbruggen

February 2023

Published by: AAAI | February 2023

Publication

Personalized Action Suggestions in Low-Code Automation Platforms

Saksham Gupta, Gust Verbruggen, Mukul Singh, Sumit Gulwani, Vu Le

International Conference on Software Engineering (ICSE) 2023 - Industry Track | December 2022

Publication DOI

Repairing Bugs in Python Assignments using Large Language Models

Jialu Zhang, José Cambronero, Sumit Gulwani, Vu Le, Ruzica Piskac, Gustavo Soares, Gust Verbruggen

September 2022

Publication

EmFORE: Learning Email Folder Classification Rules by Demonstration

Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Gust Verbruggen

38th Annual AAAI Conference on Artificial Intelligence - Demo Track | March 2024, pp. 23835-23837

Publication DOI Video

Assessing GPT4-V on Structured Reasoning Tasks

Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Gust Verbruggen

Preprint | December 2023

Publication Preprint

DataVinci: Learning Syntactic and Semantic String Repairs

Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Carina Negreanu, Gust Verbruggen

Preprint | August 2023

Publication Preprint

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

Publication

FLAME: A Small Language Model for Spreadsheet Formulas

Harshit Joshi, Abishai Ebenezer, José Cambronero, Sumit Gulwani, Aditya Kanade, Vu Le, Ivan Radicek, Gust Verbruggen

AAAI | February 2024

Publication

PyDex: Repairing Bugs in Introductory Python Assignments using LLMs

Jialu Zhang, José Cambronero, Sumit Gulwani, Vu Le, Ruzica Piskac, Gustavo Soares, Gust Verbruggen

Object-oriented Programming, Systems, Languages, and Applications (OOPSLA) | January 2024

Publication

TSTR: Target Similarity Tuning Meets the Real World

Anirudh Khatry, Sumit Gulwani, Priyanshu Gupta, Vu Le, Ananya Singha, Mukul Singh, Gust Verbruggen

Findings of EMNLP 2023 | November 2023

Publication Video

CODEFUSION: A Pre-trained Diffusion Model for Code Generation

Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Gust Verbruggen, Carina Negreanu

EMNLP 2023 | November 2023

Publication Video

FormaT5: Abstention and Examples for Conditional Table Formatting with Natural Language

Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Carina Negreanu, Elnaz Nouri, Mohammad Raza, Gust Verbruggen

50th International Conference on Very Large Data Bases (VLDB 24) | October 2023

Publication

EmFore: Online Learning of Email Folder Classification Rules

Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Gust Verbruggen

CIKM '23: Proceedings of the 32nd ACM International Conference on Information and Knowledge Management | October 2023

Publication DOI Video

Demonstration of CORNET: Learning Spreadsheet Formatting Rules by Example

Mukul Singh, José Cambronero, Carina Negreanu, Sumit Gulwani, Gust Verbruggen

49th International Conference on Very Large Data Bases - Demo Track | August 2023

Publication DOI Video

Cornet: Learning Table Formatting Rules By Example

Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Carina Negreanu, Mohammad Raza, Gust Verbruggen

49th International Conference on Very Large Data Bases | May 2023

Publication DOI Video

Personalized Action Suggestions in Low-Code Automation Platforms

Saksham Gupta, Gust Verbruggen, Mukul Singh, Sumit Gulwani, Vu Le

International Conference on Software Engineering (ICSE) 2023 - Industry Track | December 2022

Publication DOI

Repair Is Nearly Generation: Multilingual Program Repair with LLMs

Harshit Joshi, José Cambronero, Sumit Gulwani, Vu Le, Ivan Radicek, Gust Verbruggen

February 2023

Published by: AAAI | February 2023

Publication

Repairing Bugs in Python Assignments using Large Language Models

Jialu Zhang, José Cambronero, Sumit Gulwani, Vu Le, Ruzica Piskac, Gustavo Soares, Gust Verbruggen

September 2022

Publication