METAREFLECTION: Learning Instructions for Language Agents using Past Reflections
Priyanshu Gupta, Shashank Kirtania, Ananya Singha, Sumit Gulwani, Arjun Radhakrishna, Sherry Shi, Gustavo Soares
EMNLP’24 | October 2024
PROSE
AI-Assisted Programming
Publications
Publications par année
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STACKFEED: Structured Textual Actor-Critic Knowledge Base Editing with Feedback
Naman Gupta, Shashank Kirtania, Priyanshu Gupta, Krishna Kariya, Sumit Gulwani, Arun Iyer, Suresh Parthasarathy, Arjun Radhakrishna, Sriram Rajamani, Gustavo Soares
October 2024
Preprint
One-to-many testing for code generation from (just) natural language
Mansi Uniyal, Mukul Singh, Gust Verbruggen, Sumit Gulwani, Vu Le
Findings of EMNLP 2024 | September 2024
RAR: Retrieval Augmented Retrieval for Code Generation in Low Resource Languages
Avik Dutta, Mukul Singh, Sumit Gulwani, Vu Le, Gust Verbruggen
EMNLP 2024 | September 2024
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
Tabularis Revilio: Converting Text to Tables
Mukul Singh, Sumit Gulwani, Vu Le, Gust Verbruggen
CIKM ’24: Proceedings of the 33rd ACM International Conference on Information and Knowledge Management | August 2024
RUBICON: Rubric-based Evaluation of Domain Specific Human-AI Conversations
Param Biyani, Yasharth Bajpai, Arjun Radhakrishna, Gustavo Soares, Sumit Gulwani
AIware: Proceedings of the 1st ACM International Conference on AI-Powered Software | July 2024
Best Paper Presentation 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
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
Automating Human Tutor-Style Programming Feedback: Leveraging GPT-4 Tutor Model for Hint Generation and GPT-3.5 Student Model for Hint Validation
Tung Phung, Victor-Alexandru Pădurean, Anjali Singh, Christopher Brooks, José Cambronero, Sumit Gulwani, Adish Singla, Gustavo Soares
International Learning Analytics and Knowledge Conference | March 2024
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
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
Investigating Student Mistakes in Introductory Data Science Programming
Anjali Singh, Anna Fariha, Christopher Brooks, Gustavo Soares, Austin Z. Henley, Ashish Tiwari, Chethan M, Heeryung Choi, Sumit Gulwani
Technical Symposium on Computer Science Education | January 2024
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
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Assessing GPT4-V on Structured Reasoning Tasks
Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Gust Verbruggen
Preprint | December 2023
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
Grace: Language Models Meet Code Edits
Priyanshu Gupta, Avishree Khare, Yasharth Bajpai, Saikat Chakraborty, Sumit Gulwani, Aditya Kanade, Arjun Radhakrishna, Gustavo Soares, Ashish Tiwari
ESEC/FSE 2023: Proceedings of the 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering | November 2023
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
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
Augmented Embeddings for Custom Retrievals
Anirudh Khatry, Yasharth Bajpai, Priyanshu Gupta, Sumit Gulwani, Ashish Tiwari
arXiv | October 2023
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
Explainable Program Synthesis by Localizing Specifications
Amirmohammad Nazari , Yifei Huang, Roopsha Samanta, Arjun Radhakrishna, Mukund Raghothaman
OOPSLA | October 2023
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
Generative AI for Programming Education: Benchmarking ChatGPT, GPT-4, and Human Tutors
Tung Phung, Victor-Alexandru Padurean, José Cambronero, Sumit Gulwani, Tobias Kohn, Rupak Majumdar, Adish Singla, Gustavo Soares
Conference on International Computing Education Research | September 2023
DataVinci: Learning Syntactic and Semantic String Repairs
Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Carina Negreanu, Gust Verbruggen
Preprint | August 2023
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
Generating High-Precision Feedback for Programming Syntax Errors using Large Language Models
Tung Phung, José Cambronero, Sumit Gulwani, Tobias Kohn, Rupak Majumdar, Adisha Singla, Gustavo Soares
International Conference on Educational Data Mining | July 2023
Trace-Guided Inductive Synthesis of Recursive Functional Programs
Yongwei Yuan, Arjun Radhakrishna, Roopsha Samanta
PLDI | June 2023
Distinguished Paper
From Words to Code: Harnessing Data for Program Synthesis from Natural Language
Anirudh Khatry, Joyce Cahoon, Jordan Henkel, Shaleen Deep, Venkatesh Emani, Avrilia Floratou, Sumit Gulwani, Vu Le, Mohammad Raza, Sherry Shi, Mukul Singh, Ashish Tiwari
May 2023
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
Towards More Effective AI-assisted Programming: A Systematic Design Exploration to Improve Visual Studio IntelliCode’s User Experience
Priyan Vaithilingam, Elena L. Glassman, Peter Groenwegen, Sumit Gulwani, Austin Z. Henley, Rohan Malpani, David Pugh, Arjun Radhakrishna, Gustavo Soares, Joey Wang
ICSE SEIP | May 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
Repair Is Nearly Generation: Multilingual Program Repair with LLMs
Harshit Joshi, José Cambronero, Sumit Gulwani, Vu Le, Ivan Radicek, Gust Verbruggen
February 2023
Publié par : AAAI | February 2023
FlashFill++: Scaling Programming by Example by Cutting to the Chase
José Cambronero, Sumit Gulwani, Vu Le, Daniel Perelman, Arjun Radhakrishna, Clint Simon, Ashish Tiwari
Principles of Programming Languages | January 2023
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Neurosymbolic Repair for Low-Code Formula Languages
Rohan Bavishi, Harshit Joshi, José Cambronero, Anna Fariha, Sumit Gulwani, Vu Le, Ivan Radicek, Ashish Tiwari
OOPSLA | December 2022
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
NL2Viz: Natural Language to Visualization via Constrained Syntax-Guided Synthesis
Zhengkai Wu, Vu Le, Ashish Tiwari, Sumit Gulwani, Arjun Radhakrishna, Ivan Radicek, Gustavo Soares, Xinyu Wang, Zhenwen Li, Tao Xie
FSE | November 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
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
Overwatch: Learning Patterns in Code Edit Sequences
Yuhao Zhang, Yasharth Bajpai, Priyanshu Gupta, Ameya Ketkar, Miltos Allamanis, Titus Barik, Sumit Gulwani, Arjun Radhakrishna, Mohammad Raza, Gustavo Soares, Ashish Tiwari
OOPSLA: Proceedings of the ACM on Programming Languages | October 2022
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
PROSE Research Fellowship Program
Sumit Gulwani, Arjun Radhakrishna
May 2022
Synchromesh: Reliable code generation from pre-trained language models
Gabriel Poesia, Alex Polozov, Vu Le, Ashish Tiwari, Gustavo Soares, Chris Meek, Sumit Gulwani
ICLR 2022 | April 2022
Shaping the future with: Sumit Gulwani
March 2022
Max Planck-Humboldt Medal 2021
Storytelling and Science
Titus Barik, Sumit Gulwani, Mario Juarez
March 2022
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Learning Quick Fixes from Code Repositories
Reudismam Rolim, Gustavo Soares, Rohit Gheyi, Titus Barik, Loris D’Antoni
Brazilian Symposium on Software Engineering | October 2021
Multi-modal Program Inference: a Marriage of Pre-trained Language Models and Component-based Synthesis
Kia Rahmani, Mohammad Raza (moraza), Sumit Gulwani (sumitg), Vu Le (levu), Dan Morris (damorri), Arjun Radhakrishna (arradha), Gustavo Soares (gsoares), Ashish Tiwari (astiwar)
OOPSLA | October 2021
reCode: A Lightweight Find-and-Replace Interaction in the IDE for Transforming Code by Example
Wode Ni, Joshua Sunshine, Vu Le, Sumit Gulwani, Titus Barik
UIST 2021 | October 2021
Semantic programming by example with pre-trained models
Gust Verbruggen, Vu Le, Sumit Gulwani
OOPSLA | October 2021
APIfix: Output-Oriented Program Synthesis for Combating Breaking Changes in Libraries
Xiang Gao, Arjun Radhakrishna, Gustavo Soares, Ridwan Shariffdeen, Sumit Gulwani, Abhik Roychoudhury
OOPSLA | September 2021
Can Program Synthesis be Used to Learn Merge Conflict Resolutions? An Empirical Analysis
Rangeet Pan, Vu Le, Nachi Nagappan, Sumit Gulwani, Shuvendu Lahiri, Mike Kaufman
2021 IEEE/ACM 43nd International Conference on Software Engineering (ICSE ’21) | May 2021
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Structure interpretation of text formats
Sumit Gulwani, Vu Le, Arjun Radhakrishna, Ivan Radicek, Mohammad Raza
Object-Oriented Programming, Systems, Languages & Applications (OOPSLA) | November 2020
DOI PDF Author's Version Publication Publication Publication Vidéo Projet Projet Projet
An Integrated Approach of Deep Learning and Symbolic Analysis for Digital PDF Table Extraction
Mengshi Zhang, Daniel Perelman, Vu Le, Sumit Gulwani
International Conference on Pattern Recognition | October 2020
Feedback-Driven Semi-Supervised Synthesis of Program Transformations
Xiang Gao, Shraddha Barke, Arjun Radhakrishna, Gustavo Soares, Sumit Gulwani, Alan Leung, Nachi Nagappan, Ashish Tiwari
OOPSLA | October 2020
Here We Go Again: Why Is It Difficult for Developers to Learn Another Programming Language?
Nischal Shrestha, Colton Botta, Titus Barik, Chris Parnin
42nd International Conference on Software Engineering (ICSE) | July 2020
ExTuNe: Explaining Tuple Non-conformance
Anna Fariha, Ashish Tiwari, Arjun Radhakrishna, Sumit Gulwani
2020 International Conference on Management of Data | June 2020
Web data extraction using hybrid program synthesis: a combination of top-down and bottom-up inference
Mohammad Raza, Sumit Gulwani
SIGMOD (Special Interest Group on Management of Data) | June 2020
Wrex: A Unified Programming-by-Example Interaction for Synthesizing Readable Code for Data Scientists
Ian Drosos, Titus Barik, Philip J. Guo, Robert DeLIne, Sumit Gulwani
ACM CHI Conference on Human Factors in Computing Systems | April 2020
Best Paper Award
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On the fly synthesis of edit suggestions
Anders Miltner, Sumit Gulwani, Vu Le, Alan Leung, Arjun Radhakrishna, Gustavo Soares, Ashish Tiwari, Abhishek Udupa
Object-Oriented Programming, Systems, Languages & Applications (OOPSLA) | October 2019
Programming by Examples: PL meets ML
Sumit Gulwani, Prateek Jain
Dependable Software Systems Engineering | Publié par IOS Press | 2019
Learning Natural Programs from a Few Examples in Real-Time
Nagarajan Natarajan, Danny Simmons, Naren Datha (narend), Prateek Jain, Sumit Gulwani
AIStats | January 2019
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FlashProfile: A Framework for Synthesizing Data Profiles
Saswat Padhi, Daniel Perelman, Prateek Jain, Alex Polozov, Sumit Gulwani, Todd Millstein
ACM SIGPLAN conference on Systems, Programming, Languages and Applications: Software for Humanity (SPLASH – OOPSLA) | November 2018
Automated Clustering and Program Repair for Introductory Programming Assignments
Sumit Gulwani, Ivan Radicek, Florian Zuleger
PLDI | May 2018
Compilation Error Repair: For the Student Programs, From the Student Programs
Umair Ahmed, Pawan Kumar, Amey Karkare, Purushottam Kar, Sumit Gulwani
40th International Conference on Software Engineering (ICSE), Software Engineering Education and Training Track | February 2018
Disjunctive Program Synthesis: A Robust Approach to Programming by Example
Mohammad Raza, Sumit Gulwani
AAAI 2018 | February 2018
Neural-Guided Deductive Search for Real-Time Program Synthesis from Examples
Ashwin Kalyan, Abhishek Mohta, Alex Polozov, Dhruv Batra, Prateek Jain, Sumit Gulwani
6th International Conference on Learning Representations (ICLR) | January 2018
Automatic Diagnosis of Students’ Misconceptions in K-8 Mathematics
Molly Q Feldman, Ji Yong Cho, Monica Ong, Sumit Gulwani, Zoran Popovic, Erik Andersen
2018 ACM Conference on Human Factors in Computing Systems (CHI) | January 2018
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Programming by Examples: PL meets ML
Sumit Gulwani, Prateek Jain
APLAS 2017 | October 2017
FlashProfile: Interactive Synthesis of Syntactic Profiles
Saswat Padhi, Prateek Jain, Daniel Perelman, Alex Polozov, Sumit Gulwani, Todd Milstein
arXiv preprint | September 2017, Vol arXiv:1709.05725
TraceDiff: Debugging unexpected code behavior using trace divergences
Ryo Suzuki, Gustavo Soares, Andrew Head, Elena Glassman, Ruan Reis, Melina Mongiovi, Loris D'Antoni, Björn Hartmann
VL/HCC | August 2017
Writing Reusable Code Feedback at Scale with Mixed-Initiative Program Synthesis
Andrew Head, Elena Glassman, Gustavo Soares, Ryo Suzuki, Lucas Figueredo, Loris D'Antoni, Bjoern Hartmann
Learning at Scale (L@S) | August 2017
Research for Practice: Programming by Examples
Research for Practice, CACM | July 2017, Vol 60: pp. 46-49
Learning to Learn Programs from Examples: Going Beyond Program Structure
Kevin Ellis, Sumit Gulwani
IJCAI 2017 | May 2017
Learning Syntactic Program Transformations from Examples
Reudismam Rolim, Gustavo Soares, Loris D’Antoni, Oleksandr Polozov, Sumit Gulwani, Rohit Gheyi, Ryo Suzuki, Björn Hartmann
ICSE 2017 | April 2017
Interactive Program Synthesis
Vu Le, Daniel Perelman, Alex Polozov, Mohammad Raza (moraza), Abhishek Udupa, Sumit Gulwani
arXiv preprint | March 2017, Vol arXiv:1703.03539
Automated Data Extraction using Predictive Program Synthesis
Mohammad Raza, Sumit Gulwani
AAAI 2017 | February 2017
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Ringer: Web Automation by Demonstration
Shaon Barman, Sarah Chasins, Ras Bodik, Sumit Gulwani
OOPSLA 2016 | November 2016
FIDEX: Filtering Spreadsheet Data using Examples
Xinyu Wang, Sumit Gulwani, Rishabh Singh
OOPSLA’16 October 25-30, 2016, The Netherlands | October 2016
Programming by Examples: Applications, Algorithms, and Ambiguity Resolution
Invited talk at IJCAR 2016 | June 2016
Program Synthesis Using Natural Language
Aditya Desai , Sumit Gulwani, Vineet Hingorani , Nidhi Jain , Amey Karkare , Mark Marron, Sailesh R , Subhajit Roy
ICSE ’16 Proceedings of the 38th International Conference on Software Engineering | May 2016
Semi-Supervised Verified Feedback Generation
Shalini Kaleeswaran, Anirudh Santhiar, Aditya Kanade, Sumit Gulwani
March 2016
Program Synthesis Using Stochastic Techniques
Communications of the ACM, Technical Perspective | February 2016, Vol 59(2): pp. 113
Programming by Examples (and its Applications in Data Wrangling)
Verification and Synthesis of Correct and Secure Systems | January 2016
Spreadsheet Programming using Examples
Keynote at SEMS 2016 | January 2016
Transforming Spreadsheet Data Types using Examples
Rishabh Singh, Sumit Gulwani
43rd Symposium on Principles of Programming Languages (POPL 2016) | January 2016
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User Interaction Models for Disambiguation in Programming by Example
Mikaël Mayer, Gustavo Soares (gsoares), Maxim Grechkin, Vu Le, Mark Marron, Alex Polozov, Rishabh Singh, Ben Zorn, Sumit Gulwani
ACM Symposium on User Interface Software and Technology (UIST) 2015 | November 2015
FlashMeta: A Framework for Inductive Program Synthesis
Alex Polozov, Sumit Gulwani
ACM SIGPLAN conference on Systems, Programming, Languages and Applications: Software for Humanity (SPLASH) 2015 | October 2015
Programming by Examples (and its applications in Data Wrangling)
Lectures at Marktoberdorf Summer School, Aug 2015 | August 2015
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FlashExtract: a framework for data extraction by examples
2014 Programming Language Design and Implementation | June 2014
DOI PDF PDF Publication Publication Publication Publication Vidéo Vidéo Projet Projet Projet Projet Projet
FlashRelate: Extracting Relational Data from Semi-Structured Spreadsheets Using Examples
Daniel W. Barowy, Sumit Gulwani, Ted Hart, Ben Zorn
PLDI ’15 Proceedings of the 36th ACM SIGPLAN Conference on Programming Language Design and Implementation | April 2014
Distinguished Artifact Award
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Spreadsheet Data Manipulation using Examples
Sumit Gulwani, William R. Harris, Rishabh Singh
January 2012
Invited to CACM Research Highlights
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Automating String Processing in Spreadsheets using Input-Output Examples
PoPL’11, January 26-28, 2011, Austin, Texas, USA | January 2011
Most Influential POPL Paper Award
Publication Publication Publication Vidéo Vidéo Vidéo Projet Projet
Filtre par zone de recherche
-
STACKFEED: Structured Textual Actor-Critic Knowledge Base Editing with Feedback
Naman Gupta, Shashank Kirtania, Priyanshu Gupta, Krishna Kariya, Sumit Gulwani, Arun Iyer, Suresh Parthasarathy, Arjun Radhakrishna, Sriram Rajamani, Gustavo Soares
October 2024
Preprint
METAREFLECTION: Learning Instructions for Language Agents using Past Reflections
Priyanshu Gupta, Shashank Kirtania, Ananya Singha, Sumit Gulwani, Arjun Radhakrishna, Sherry Shi, Gustavo Soares
EMNLP’24 | October 2024
One-to-many testing for code generation from (just) natural language
Mansi Uniyal, Mukul Singh, Gust Verbruggen, Sumit Gulwani, Vu Le
Findings of EMNLP 2024 | September 2024
RAR: Retrieval Augmented Retrieval for Code Generation in Low Resource Languages
Avik Dutta, Mukul Singh, Sumit Gulwani, Vu Le, Gust Verbruggen
EMNLP 2024 | September 2024
Tabularis Revilio: Converting Text to Tables
Mukul Singh, Sumit Gulwani, Vu Le, Gust Verbruggen
CIKM ’24: Proceedings of the 33rd ACM International Conference on Information and Knowledge Management | August 2024
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
RUBICON: Rubric-based Evaluation of Domain Specific Human-AI Conversations
Param Biyani, Yasharth Bajpai, Arjun Radhakrishna, Gustavo Soares, Sumit Gulwani
AIware: Proceedings of the 1st ACM International Conference on AI-Powered Software | July 2024
Best Paper Presentation 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
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
Automating Human Tutor-Style Programming Feedback: Leveraging GPT-4 Tutor Model for Hint Generation and GPT-3.5 Student Model for Hint Validation
Tung Phung, Victor-Alexandru Pădurean, Anjali Singh, Christopher Brooks, José Cambronero, Sumit Gulwani, Adish Singla, Gustavo Soares
International Learning Analytics and Knowledge Conference | March 2024
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
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
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
Assessing GPT4-V on Structured Reasoning Tasks
Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Gust Verbruggen
Preprint | December 2023
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
Grace: Language Models Meet Code Edits
Priyanshu Gupta, Avishree Khare, Yasharth Bajpai, Saikat Chakraborty, Sumit Gulwani, Aditya Kanade, Arjun Radhakrishna, Gustavo Soares, Ashish Tiwari
ESEC/FSE 2023: Proceedings of the 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering | November 2023
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
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
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
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
Augmented Embeddings for Custom Retrievals
Anirudh Khatry, Yasharth Bajpai, Priyanshu Gupta, Sumit Gulwani, Ashish Tiwari
arXiv | October 2023
Generative AI for Programming Education: Benchmarking ChatGPT, GPT-4, and Human Tutors
Tung Phung, Victor-Alexandru Padurean, José Cambronero, Sumit Gulwani, Tobias Kohn, Rupak Majumdar, Adish Singla, Gustavo Soares
Conference on International Computing Education Research | September 2023
DataVinci: Learning Syntactic and Semantic String Repairs
Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Carina Negreanu, Gust Verbruggen
Preprint | August 2023
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
Generating High-Precision Feedback for Programming Syntax Errors using Large Language Models
Tung Phung, José Cambronero, Sumit Gulwani, Tobias Kohn, Rupak Majumdar, Adisha Singla, Gustavo Soares
International Conference on Educational Data Mining | July 2023
From Words to Code: Harnessing Data for Program Synthesis from Natural Language
Anirudh Khatry, Joyce Cahoon, Jordan Henkel, Shaleen Deep, Venkatesh Emani, Avrilia Floratou, Sumit Gulwani, Vu Le, Mohammad Raza, Sherry Shi, Mukul Singh, Ashish Tiwari
May 2023
Towards More Effective AI-assisted Programming: A Systematic Design Exploration to Improve Visual Studio IntelliCode’s User Experience
Priyan Vaithilingam, Elena L. Glassman, Peter Groenwegen, Sumit Gulwani, Austin Z. Henley, Rohan Malpani, David Pugh, Arjun Radhakrishna, Gustavo Soares, Joey Wang
ICSE SEIP | May 2023
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
Repair Is Nearly Generation: Multilingual Program Repair with LLMs
Harshit Joshi, José Cambronero, Sumit Gulwani, Vu Le, Ivan Radicek, Gust Verbruggen
February 2023
Publié par : AAAI | February 2023
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
Overwatch: Learning Patterns in Code Edit Sequences
Yuhao Zhang, Yasharth Bajpai, Priyanshu Gupta, Ameya Ketkar, Miltos Allamanis, Titus Barik, Sumit Gulwani, Arjun Radhakrishna, Mohammad Raza, Gustavo Soares, Ashish Tiwari
OOPSLA: Proceedings of the ACM on Programming Languages | October 2022
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
Synchromesh: Reliable code generation from pre-trained language models
Gabriel Poesia, Alex Polozov, Vu Le, Ashish Tiwari, Gustavo Soares, Chris Meek, Sumit Gulwani
ICLR 2022 | April 2022
Storytelling and Science
Titus Barik, Sumit Gulwani, Mario Juarez
March 2022
Multi-modal Program Inference: a Marriage of Pre-trained Language Models and Component-based Synthesis
Kia Rahmani, Mohammad Raza (moraza), Sumit Gulwani (sumitg), Vu Le (levu), Dan Morris (damorri), Arjun Radhakrishna (arradha), Gustavo Soares (gsoares), Ashish Tiwari (astiwar)
OOPSLA | October 2021
An Integrated Approach of Deep Learning and Symbolic Analysis for Digital PDF Table Extraction
Mengshi Zhang, Daniel Perelman, Vu Le, Sumit Gulwani
International Conference on Pattern Recognition | October 2020
Feedback-Driven Semi-Supervised Synthesis of Program Transformations
Xiang Gao, Shraddha Barke, Arjun Radhakrishna, Gustavo Soares, Sumit Gulwani, Alan Leung, Nachi Nagappan, Ashish Tiwari
OOPSLA | October 2020
Web data extraction using hybrid program synthesis: a combination of top-down and bottom-up inference
Mohammad Raza, Sumit Gulwani
SIGMOD (Special Interest Group on Management of Data) | June 2020
On the fly synthesis of edit suggestions
Anders Miltner, Sumit Gulwani, Vu Le, Alan Leung, Arjun Radhakrishna, Gustavo Soares, Ashish Tiwari, Abhishek Udupa
Object-Oriented Programming, Systems, Languages & Applications (OOPSLA) | October 2019
Programming by Examples: PL meets ML
Sumit Gulwani, Prateek Jain
Dependable Software Systems Engineering | Publié par IOS Press | 2019
Learning Natural Programs from a Few Examples in Real-Time
Nagarajan Natarajan, Danny Simmons, Naren Datha (narend), Prateek Jain, Sumit Gulwani
AIStats | January 2019
Automated Clustering and Program Repair for Introductory Programming Assignments
Sumit Gulwani, Ivan Radicek, Florian Zuleger
PLDI | May 2018
Compilation Error Repair: For the Student Programs, From the Student Programs
Umair Ahmed, Pawan Kumar, Amey Karkare, Purushottam Kar, Sumit Gulwani
40th International Conference on Software Engineering (ICSE), Software Engineering Education and Training Track | February 2018
Disjunctive Program Synthesis: A Robust Approach to Programming by Example
Mohammad Raza, Sumit Gulwani
AAAI 2018 | February 2018
Neural-Guided Deductive Search for Real-Time Program Synthesis from Examples
Ashwin Kalyan, Abhishek Mohta, Alex Polozov, Dhruv Batra, Prateek Jain, Sumit Gulwani
6th International Conference on Learning Representations (ICLR) | January 2018
Automatic Diagnosis of Students’ Misconceptions in K-8 Mathematics
Molly Q Feldman, Ji Yong Cho, Monica Ong, Sumit Gulwani, Zoran Popovic, Erik Andersen
2018 ACM Conference on Human Factors in Computing Systems (CHI) | January 2018
Programming by Examples: PL meets ML
Sumit Gulwani, Prateek Jain
APLAS 2017 | October 2017
Research for Practice: Programming by Examples
Research for Practice, CACM | July 2017, Vol 60: pp. 46-49
Learning to Learn Programs from Examples: Going Beyond Program Structure
Kevin Ellis, Sumit Gulwani
IJCAI 2017 | May 2017
Learning Syntactic Program Transformations from Examples
Reudismam Rolim, Gustavo Soares, Loris D’Antoni, Oleksandr Polozov, Sumit Gulwani, Rohit Gheyi, Ryo Suzuki, Björn Hartmann
ICSE 2017 | April 2017
Automated Data Extraction using Predictive Program Synthesis
Mohammad Raza, Sumit Gulwani
AAAI 2017 | February 2017
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One-to-many testing for code generation from (just) natural language
Mansi Uniyal, Mukul Singh, Gust Verbruggen, Sumit Gulwani, Vu Le
Findings of EMNLP 2024 | September 2024
RAR: Retrieval Augmented Retrieval for Code Generation in Low Resource Languages
Avik Dutta, Mukul Singh, Sumit Gulwani, Vu Le, Gust Verbruggen
EMNLP 2024 | September 2024
Tabularis Revilio: Converting Text to Tables
Mukul Singh, Sumit Gulwani, Vu Le, Gust Verbruggen
CIKM ’24: Proceedings of the 33rd ACM International Conference on Information and Knowledge Management | August 2024
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
Assessing GPT4-V on Structured Reasoning Tasks
Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Gust Verbruggen
Preprint | December 2023
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
DataVinci: Learning Syntactic and Semantic String Repairs
Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Carina Negreanu, Gust Verbruggen
Preprint | August 2023
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
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
An Integrated Approach of Deep Learning and Symbolic Analysis for Digital PDF Table Extraction
Mengshi Zhang, Daniel Perelman, Vu Le, Sumit Gulwani
International Conference on Pattern Recognition | October 2020
ExTuNe: Explaining Tuple Non-conformance
Anna Fariha, Ashish Tiwari, Arjun Radhakrishna, Sumit Gulwani
2020 International Conference on Management of Data | June 2020
Web data extraction using hybrid program synthesis: a combination of top-down and bottom-up inference
Mohammad Raza, Sumit Gulwani
SIGMOD (Special Interest Group on Management of Data) | June 2020
Wrex: A Unified Programming-by-Example Interaction for Synthesizing Readable Code for Data Scientists
Ian Drosos, Titus Barik, Philip J. Guo, Robert DeLIne, Sumit Gulwani
ACM CHI Conference on Human Factors in Computing Systems | April 2020
Best Paper Award
FlashProfile: Interactive Synthesis of Syntactic Profiles
Saswat Padhi, Prateek Jain, Daniel Perelman, Alex Polozov, Sumit Gulwani, Todd Milstein
arXiv preprint | September 2017, Vol arXiv:1709.05725
FlashRelate: Extracting Relational Data from Semi-Structured Spreadsheets Using Examples
Daniel W. Barowy, Sumit Gulwani, Ted Hart, Ben Zorn
PLDI ’15 Proceedings of the 36th ACM SIGPLAN Conference on Programming Language Design and Implementation | April 2014
Distinguished Artifact Award
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One-to-many testing for code generation from (just) natural language
Mansi Uniyal, Mukul Singh, Gust Verbruggen, Sumit Gulwani, Vu Le
Findings of EMNLP 2024 | September 2024
RAR: Retrieval Augmented Retrieval for Code Generation in Low Resource Languages
Avik Dutta, Mukul Singh, Sumit Gulwani, Vu Le, Gust Verbruggen
EMNLP 2024 | September 2024
Tabularis Revilio: Converting Text to Tables
Mukul Singh, Sumit Gulwani, Vu Le, Gust Verbruggen
CIKM ’24: Proceedings of the 33rd ACM International Conference on Information and Knowledge Management | August 2024
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
RUBICON: Rubric-based Evaluation of Domain Specific Human-AI Conversations
Param Biyani, Yasharth Bajpai, Arjun Radhakrishna, Gustavo Soares, Sumit Gulwani
AIware: Proceedings of the 1st ACM International Conference on AI-Powered Software | July 2024
Best Paper Presentation Award
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
Automating Human Tutor-Style Programming Feedback: Leveraging GPT-4 Tutor Model for Hint Generation and GPT-3.5 Student Model for Hint Validation
Tung Phung, Victor-Alexandru Pădurean, Anjali Singh, Christopher Brooks, José Cambronero, Sumit Gulwani, Adish Singla, Gustavo Soares
International Learning Analytics and Knowledge Conference | March 2024
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
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
Investigating Student Mistakes in Introductory Data Science Programming
Anjali Singh, Anna Fariha, Christopher Brooks, Gustavo Soares, Austin Z. Henley, Ashish Tiwari, Chethan M, Heeryung Choi, Sumit Gulwani
Technical Symposium on Computer Science Education | January 2024
Assessing GPT4-V on Structured Reasoning Tasks
Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Gust Verbruggen
Preprint | December 2023
Grace: Language Models Meet Code Edits
Priyanshu Gupta, Avishree Khare, Yasharth Bajpai, Saikat Chakraborty, Sumit Gulwani, Aditya Kanade, Arjun Radhakrishna, Gustavo Soares, Ashish Tiwari
ESEC/FSE 2023: Proceedings of the 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering | November 2023
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
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
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
Explainable Program Synthesis by Localizing Specifications
Amirmohammad Nazari , Yifei Huang, Roopsha Samanta, Arjun Radhakrishna, Mukund Raghothaman
OOPSLA | October 2023
DataVinci: Learning Syntactic and Semantic String Repairs
Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Carina Negreanu, Gust Verbruggen
Preprint | August 2023
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
Trace-Guided Inductive Synthesis of Recursive Functional Programs
Yongwei Yuan, Arjun Radhakrishna, Roopsha Samanta
PLDI | June 2023
Distinguished Paper
From Words to Code: Harnessing Data for Program Synthesis from Natural Language
Anirudh Khatry, Joyce Cahoon, Jordan Henkel, Shaleen Deep, Venkatesh Emani, Avrilia Floratou, Sumit Gulwani, Vu Le, Mohammad Raza, Sherry Shi, Mukul Singh, Ashish Tiwari
May 2023
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
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
Repair Is Nearly Generation: Multilingual Program Repair with LLMs
Harshit Joshi, José Cambronero, Sumit Gulwani, Vu Le, Ivan Radicek, Gust Verbruggen
February 2023
Publié par : AAAI | February 2023
FlashFill++: Scaling Programming by Example by Cutting to the Chase
José Cambronero, Sumit Gulwani, Vu Le, Daniel Perelman, Arjun Radhakrishna, Clint Simon, Ashish Tiwari
Principles of Programming Languages | January 2023
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
Neurosymbolic Repair for Low-Code Formula Languages
Rohan Bavishi, Harshit Joshi, José Cambronero, Anna Fariha, Sumit Gulwani, Vu Le, Ivan Radicek, Ashish Tiwari
OOPSLA | December 2022
NL2Viz: Natural Language to Visualization via Constrained Syntax-Guided Synthesis
Zhengkai Wu, Vu Le, Ashish Tiwari, Sumit Gulwani, Arjun Radhakrishna, Ivan Radicek, Gustavo Soares, Xinyu Wang, Zhenwen Li, Tao Xie
FSE | November 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
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
Overwatch: Learning Patterns in Code Edit Sequences
Yuhao Zhang, Yasharth Bajpai, Priyanshu Gupta, Ameya Ketkar, Miltos Allamanis, Titus Barik, Sumit Gulwani, Arjun Radhakrishna, Mohammad Raza, Gustavo Soares, Ashish Tiwari
OOPSLA: Proceedings of the ACM on Programming Languages | October 2022
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
PROSE Research Fellowship Program
Sumit Gulwani, Arjun Radhakrishna
May 2022
Shaping the future with: Sumit Gulwani
March 2022
Max Planck-Humboldt Medal 2021
Storytelling and Science
Titus Barik, Sumit Gulwani, Mario Juarez
March 2022
Learning Quick Fixes from Code Repositories
Reudismam Rolim, Gustavo Soares, Rohit Gheyi, Titus Barik, Loris D’Antoni
Brazilian Symposium on Software Engineering | October 2021
Semantic programming by example with pre-trained models
Gust Verbruggen, Vu Le, Sumit Gulwani
OOPSLA | October 2021
Multi-modal Program Inference: a Marriage of Pre-trained Language Models and Component-based Synthesis
Kia Rahmani, Mohammad Raza (moraza), Sumit Gulwani (sumitg), Vu Le (levu), Dan Morris (damorri), Arjun Radhakrishna (arradha), Gustavo Soares (gsoares), Ashish Tiwari (astiwar)
OOPSLA | October 2021
APIfix: Output-Oriented Program Synthesis for Combating Breaking Changes in Libraries
Xiang Gao, Arjun Radhakrishna, Gustavo Soares, Ridwan Shariffdeen, Sumit Gulwani, Abhik Roychoudhury
OOPSLA | September 2021
Can Program Synthesis be Used to Learn Merge Conflict Resolutions? An Empirical Analysis
Rangeet Pan, Vu Le, Nachi Nagappan, Sumit Gulwani, Shuvendu Lahiri, Mike Kaufman
2021 IEEE/ACM 43nd International Conference on Software Engineering (ICSE ’21) | May 2021
Structure interpretation of text formats
Sumit Gulwani, Vu Le, Arjun Radhakrishna, Ivan Radicek, Mohammad Raza
Object-Oriented Programming, Systems, Languages & Applications (OOPSLA) | November 2020
DOI PDF Author's Version Publication Publication Publication Vidéo Projet Projet Projet
An Integrated Approach of Deep Learning and Symbolic Analysis for Digital PDF Table Extraction
Mengshi Zhang, Daniel Perelman, Vu Le, Sumit Gulwani
International Conference on Pattern Recognition | October 2020
Feedback-Driven Semi-Supervised Synthesis of Program Transformations
Xiang Gao, Shraddha Barke, Arjun Radhakrishna, Gustavo Soares, Sumit Gulwani, Alan Leung, Nachi Nagappan, Ashish Tiwari
OOPSLA | October 2020
Here We Go Again: Why Is It Difficult for Developers to Learn Another Programming Language?
Nischal Shrestha, Colton Botta, Titus Barik, Chris Parnin
42nd International Conference on Software Engineering (ICSE) | July 2020
ExTuNe: Explaining Tuple Non-conformance
Anna Fariha, Ashish Tiwari, Arjun Radhakrishna, Sumit Gulwani
2020 International Conference on Management of Data | June 2020
Web data extraction using hybrid program synthesis: a combination of top-down and bottom-up inference
Mohammad Raza, Sumit Gulwani
SIGMOD (Special Interest Group on Management of Data) | June 2020
Wrex: A Unified Programming-by-Example Interaction for Synthesizing Readable Code for Data Scientists
Ian Drosos, Titus Barik, Philip J. Guo, Robert DeLIne, Sumit Gulwani
ACM CHI Conference on Human Factors in Computing Systems | April 2020
Best Paper Award
On the fly synthesis of edit suggestions
Anders Miltner, Sumit Gulwani, Vu Le, Alan Leung, Arjun Radhakrishna, Gustavo Soares, Ashish Tiwari, Abhishek Udupa
Object-Oriented Programming, Systems, Languages & Applications (OOPSLA) | October 2019
Programming by Examples: PL meets ML
Sumit Gulwani, Prateek Jain
Dependable Software Systems Engineering | Publié par IOS Press | 2019
Learning Natural Programs from a Few Examples in Real-Time
Nagarajan Natarajan, Danny Simmons, Naren Datha (narend), Prateek Jain, Sumit Gulwani
AIStats | January 2019
FlashProfile: A Framework for Synthesizing Data Profiles
Saswat Padhi, Daniel Perelman, Prateek Jain, Alex Polozov, Sumit Gulwani, Todd Millstein
ACM SIGPLAN conference on Systems, Programming, Languages and Applications: Software for Humanity (SPLASH – OOPSLA) | November 2018
Automated Clustering and Program Repair for Introductory Programming Assignments
Sumit Gulwani, Ivan Radicek, Florian Zuleger
PLDI | May 2018
Compilation Error Repair: For the Student Programs, From the Student Programs
Umair Ahmed, Pawan Kumar, Amey Karkare, Purushottam Kar, Sumit Gulwani
40th International Conference on Software Engineering (ICSE), Software Engineering Education and Training Track | February 2018
Disjunctive Program Synthesis: A Robust Approach to Programming by Example
Mohammad Raza, Sumit Gulwani
AAAI 2018 | February 2018
Neural-Guided Deductive Search for Real-Time Program Synthesis from Examples
Ashwin Kalyan, Abhishek Mohta, Alex Polozov, Dhruv Batra, Prateek Jain, Sumit Gulwani
6th International Conference on Learning Representations (ICLR) | January 2018
Automatic Diagnosis of Students’ Misconceptions in K-8 Mathematics
Molly Q Feldman, Ji Yong Cho, Monica Ong, Sumit Gulwani, Zoran Popovic, Erik Andersen
2018 ACM Conference on Human Factors in Computing Systems (CHI) | January 2018
Programming by Examples: PL meets ML
Sumit Gulwani, Prateek Jain
APLAS 2017 | October 2017
FlashProfile: Interactive Synthesis of Syntactic Profiles
Saswat Padhi, Prateek Jain, Daniel Perelman, Alex Polozov, Sumit Gulwani, Todd Milstein
arXiv preprint | September 2017, Vol arXiv:1709.05725
TraceDiff: Debugging unexpected code behavior using trace divergences
Ryo Suzuki, Gustavo Soares, Andrew Head, Elena Glassman, Ruan Reis, Melina Mongiovi, Loris D'Antoni, Björn Hartmann
VL/HCC | August 2017
Writing Reusable Code Feedback at Scale with Mixed-Initiative Program Synthesis
Andrew Head, Elena Glassman, Gustavo Soares, Ryo Suzuki, Lucas Figueredo, Loris D'Antoni, Bjoern Hartmann
Learning at Scale (L@S) | August 2017
Research for Practice: Programming by Examples
Research for Practice, CACM | July 2017, Vol 60: pp. 46-49
Learning to Learn Programs from Examples: Going Beyond Program Structure
Kevin Ellis, Sumit Gulwani
IJCAI 2017 | May 2017
Learning Syntactic Program Transformations from Examples
Reudismam Rolim, Gustavo Soares, Loris D’Antoni, Oleksandr Polozov, Sumit Gulwani, Rohit Gheyi, Ryo Suzuki, Björn Hartmann
ICSE 2017 | April 2017
Interactive Program Synthesis
Vu Le, Daniel Perelman, Alex Polozov, Mohammad Raza (moraza), Abhishek Udupa, Sumit Gulwani
arXiv preprint | March 2017, Vol arXiv:1703.03539
Ringer: Web Automation by Demonstration
Shaon Barman, Sarah Chasins, Ras Bodik, Sumit Gulwani
OOPSLA 2016 | November 2016
FIDEX: Filtering Spreadsheet Data using Examples
Xinyu Wang, Sumit Gulwani, Rishabh Singh
OOPSLA’16 October 25-30, 2016, The Netherlands | October 2016
Program Synthesis Using Natural Language
Aditya Desai , Sumit Gulwani, Vineet Hingorani , Nidhi Jain , Amey Karkare , Mark Marron, Sailesh R , Subhajit Roy
ICSE ’16 Proceedings of the 38th International Conference on Software Engineering | May 2016
Semi-Supervised Verified Feedback Generation
Shalini Kaleeswaran, Anirudh Santhiar, Aditya Kanade, Sumit Gulwani
March 2016
Program Synthesis Using Stochastic Techniques
Communications of the ACM, Technical Perspective | February 2016, Vol 59(2): pp. 113
Spreadsheet Programming using Examples
Keynote at SEMS 2016 | January 2016
Programming by Examples (and its Applications in Data Wrangling)
Verification and Synthesis of Correct and Secure Systems | January 2016
Transforming Spreadsheet Data Types using Examples
Rishabh Singh, Sumit Gulwani
43rd Symposium on Principles of Programming Languages (POPL 2016) | January 2016
User Interaction Models for Disambiguation in Programming by Example
Mikaël Mayer, Gustavo Soares (gsoares), Maxim Grechkin, Vu Le, Mark Marron, Alex Polozov, Rishabh Singh, Ben Zorn, Sumit Gulwani
ACM Symposium on User Interface Software and Technology (UIST) 2015 | November 2015
FlashMeta: A Framework for Inductive Program Synthesis
Alex Polozov, Sumit Gulwani
ACM SIGPLAN conference on Systems, Programming, Languages and Applications: Software for Humanity (SPLASH) 2015 | October 2015
Programming by Examples (and its applications in Data Wrangling)
Lectures at Marktoberdorf Summer School, Aug 2015 | August 2015
Spreadsheet Data Manipulation using Examples
Sumit Gulwani, William R. Harris, Rishabh Singh
January 2012
Invited to CACM Research Highlights
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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
RUBICON: Rubric-based Evaluation of Domain Specific Human-AI Conversations
Param Biyani, Yasharth Bajpai, Arjun Radhakrishna, Gustavo Soares, Sumit Gulwani
AIware: Proceedings of the 1st ACM International Conference on AI-Powered Software | July 2024
Best Paper Presentation 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
Towards More Effective AI-assisted Programming: A Systematic Design Exploration to Improve Visual Studio IntelliCode’s User Experience
Priyan Vaithilingam, Elena L. Glassman, Peter Groenwegen, Sumit Gulwani, Austin Z. Henley, Rohan Malpani, David Pugh, Arjun Radhakrishna, Gustavo Soares, Joey Wang
ICSE SEIP | May 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
Overwatch: Learning Patterns in Code Edit Sequences
Yuhao Zhang, Yasharth Bajpai, Priyanshu Gupta, Ameya Ketkar, Miltos Allamanis, Titus Barik, Sumit Gulwani, Arjun Radhakrishna, Mohammad Raza, Gustavo Soares, Ashish Tiwari
OOPSLA: Proceedings of the ACM on Programming Languages | October 2022
reCode: A Lightweight Find-and-Replace Interaction in the IDE for Transforming Code by Example
Wode Ni, Joshua Sunshine, Vu Le, Sumit Gulwani, Titus Barik
UIST 2021 | October 2021
Here We Go Again: Why Is It Difficult for Developers to Learn Another Programming Language?
Nischal Shrestha, Colton Botta, Titus Barik, Chris Parnin
42nd International Conference on Software Engineering (ICSE) | July 2020
Wrex: A Unified Programming-by-Example Interaction for Synthesizing Readable Code for Data Scientists
Ian Drosos, Titus Barik, Philip J. Guo, Robert DeLIne, Sumit Gulwani
ACM CHI Conference on Human Factors in Computing Systems | April 2020
Best Paper Award
On the fly synthesis of edit suggestions
Anders Miltner, Sumit Gulwani, Vu Le, Alan Leung, Arjun Radhakrishna, Gustavo Soares, Ashish Tiwari, Abhishek Udupa
Object-Oriented Programming, Systems, Languages & Applications (OOPSLA) | October 2019
Automatic Diagnosis of Students’ Misconceptions in K-8 Mathematics
Molly Q Feldman, Ji Yong Cho, Monica Ong, Sumit Gulwani, Zoran Popovic, Erik Andersen
2018 ACM Conference on Human Factors in Computing Systems (CHI) | January 2018
User Interaction Models for Disambiguation in Programming by Example
Mikaël Mayer, Gustavo Soares (gsoares), Maxim Grechkin, Vu Le, Mark Marron, Alex Polozov, Rishabh Singh, Ben Zorn, Sumit Gulwani
ACM Symposium on User Interface Software and Technology (UIST) 2015 | November 2015
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Augmented Embeddings for Custom Retrievals
Anirudh Khatry, Yasharth Bajpai, Priyanshu Gupta, Sumit Gulwani, Ashish Tiwari
arXiv | October 2023
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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
Storytelling and Science
Titus Barik, Sumit Gulwani, Mario Juarez
March 2022
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Interactive Program Synthesis
Vu Le, Daniel Perelman, Alex Polozov, Mohammad Raza (moraza), Abhishek Udupa, Sumit Gulwani
arXiv preprint | March 2017, Vol arXiv:1703.03539
FIDEX: Filtering Spreadsheet Data using Examples
Xinyu Wang, Sumit Gulwani, Rishabh Singh
OOPSLA’16 October 25-30, 2016, The Netherlands | October 2016
Programming by Examples: Applications, Algorithms, and Ambiguity Resolution
Invited talk at IJCAR 2016 | June 2016
FlashExtract: a framework for data extraction by examples
2014 Programming Language Design and Implementation | June 2014
DOI PDF PDF Publication Publication Publication Publication Vidéo Vidéo Projet Projet Projet Projet Projet
Automating String Processing in Spreadsheets using Input-Output Examples
PoPL’11, January 26-28, 2011, Austin, Texas, USA | January 2011
Most Influential POPL Paper Award
Publication Publication Publication Vidéo Vidéo Vidéo Projet Projet
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Program Synthesis Using Natural Language
Aditya Desai , Sumit Gulwani, Vineet Hingorani , Nidhi Jain , Amey Karkare , Mark Marron, Sailesh R , Subhajit Roy
ICSE ’16 Proceedings of the 38th International Conference on Software Engineering | May 2016
Publication Type
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STACKFEED: Structured Textual Actor-Critic Knowledge Base Editing with Feedback
Naman Gupta, Shashank Kirtania, Priyanshu Gupta, Krishna Kariya, Sumit Gulwani, Arun Iyer, Suresh Parthasarathy, Arjun Radhakrishna, Sriram Rajamani, Gustavo Soares
October 2024
Preprint
From Words to Code: Harnessing Data for Program Synthesis from Natural Language
Anirudh Khatry, Joyce Cahoon, Jordan Henkel, Shaleen Deep, Venkatesh Emani, Avrilia Floratou, Sumit Gulwani, Vu Le, Mohammad Raza, Sherry Shi, Mukul Singh, Ashish Tiwari
May 2023
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
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METAREFLECTION: Learning Instructions for Language Agents using Past Reflections
Priyanshu Gupta, Shashank Kirtania, Ananya Singha, Sumit Gulwani, Arjun Radhakrishna, Sherry Shi, Gustavo Soares
EMNLP’24 | October 2024
One-to-many testing for code generation from (just) natural language
Mansi Uniyal, Mukul Singh, Gust Verbruggen, Sumit Gulwani, Vu Le
Findings of EMNLP 2024 | September 2024
RAR: Retrieval Augmented Retrieval for Code Generation in Low Resource Languages
Avik Dutta, Mukul Singh, Sumit Gulwani, Vu Le, Gust Verbruggen
EMNLP 2024 | September 2024
Tabularis Revilio: Converting Text to Tables
Mukul Singh, Sumit Gulwani, Vu Le, Gust Verbruggen
CIKM ’24: Proceedings of the 33rd ACM International Conference on Information and Knowledge Management | August 2024
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
RUBICON: Rubric-based Evaluation of Domain Specific Human-AI Conversations
Param Biyani, Yasharth Bajpai, Arjun Radhakrishna, Gustavo Soares, Sumit Gulwani
AIware: Proceedings of the 1st ACM International Conference on AI-Powered Software | July 2024
Best Paper Presentation 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
Automating Human Tutor-Style Programming Feedback: Leveraging GPT-4 Tutor Model for Hint Generation and GPT-3.5 Student Model for Hint Validation
Tung Phung, Victor-Alexandru Pădurean, Anjali Singh, Christopher Brooks, José Cambronero, Sumit Gulwani, Adish Singla, Gustavo Soares
International Learning Analytics and Knowledge Conference | March 2024
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
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
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
Investigating Student Mistakes in Introductory Data Science Programming
Anjali Singh, Anna Fariha, Christopher Brooks, Gustavo Soares, Austin Z. Henley, Ashish Tiwari, Chethan M, Heeryung Choi, Sumit Gulwani
Technical Symposium on Computer Science Education | January 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
Grace: Language Models Meet Code Edits
Priyanshu Gupta, Avishree Khare, Yasharth Bajpai, Saikat Chakraborty, Sumit Gulwani, Aditya Kanade, Arjun Radhakrishna, Gustavo Soares, Ashish Tiwari
ESEC/FSE 2023: Proceedings of the 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering | November 2023
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
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
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
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
Explainable Program Synthesis by Localizing Specifications
Amirmohammad Nazari , Yifei Huang, Roopsha Samanta, Arjun Radhakrishna, Mukund Raghothaman
OOPSLA | October 2023
Generative AI for Programming Education: Benchmarking ChatGPT, GPT-4, and Human Tutors
Tung Phung, Victor-Alexandru Padurean, José Cambronero, Sumit Gulwani, Tobias Kohn, Rupak Majumdar, Adish Singla, Gustavo Soares
Conference on International Computing Education Research | September 2023
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
Generating High-Precision Feedback for Programming Syntax Errors using Large Language Models
Tung Phung, José Cambronero, Sumit Gulwani, Tobias Kohn, Rupak Majumdar, Adisha Singla, Gustavo Soares
International Conference on Educational Data Mining | July 2023
Trace-Guided Inductive Synthesis of Recursive Functional Programs
Yongwei Yuan, Arjun Radhakrishna, Roopsha Samanta
PLDI | June 2023
Distinguished Paper
Towards More Effective AI-assisted Programming: A Systematic Design Exploration to Improve Visual Studio IntelliCode’s User Experience
Priyan Vaithilingam, Elena L. Glassman, Peter Groenwegen, Sumit Gulwani, Austin Z. Henley, Rohan Malpani, David Pugh, Arjun Radhakrishna, Gustavo Soares, Joey Wang
ICSE SEIP | May 2023
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
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
FlashFill++: Scaling Programming by Example by Cutting to the Chase
José Cambronero, Sumit Gulwani, Vu Le, Daniel Perelman, Arjun Radhakrishna, Clint Simon, Ashish Tiwari
Principles of Programming Languages | January 2023
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
Neurosymbolic Repair for Low-Code Formula Languages
Rohan Bavishi, Harshit Joshi, José Cambronero, Anna Fariha, Sumit Gulwani, Vu Le, Ivan Radicek, Ashish Tiwari
OOPSLA | December 2022
NL2Viz: Natural Language to Visualization via Constrained Syntax-Guided Synthesis
Zhengkai Wu, Vu Le, Ashish Tiwari, Sumit Gulwani, Arjun Radhakrishna, Ivan Radicek, Gustavo Soares, Xinyu Wang, Zhenwen Li, Tao Xie
FSE | November 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
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
Overwatch: Learning Patterns in Code Edit Sequences
Yuhao Zhang, Yasharth Bajpai, Priyanshu Gupta, Ameya Ketkar, Miltos Allamanis, Titus Barik, Sumit Gulwani, Arjun Radhakrishna, Mohammad Raza, Gustavo Soares, Ashish Tiwari
OOPSLA: Proceedings of the ACM on Programming Languages | October 2022
Synchromesh: Reliable code generation from pre-trained language models
Gabriel Poesia, Alex Polozov, Vu Le, Ashish Tiwari, Gustavo Soares, Chris Meek, Sumit Gulwani
ICLR 2022 | April 2022
Learning Quick Fixes from Code Repositories
Reudismam Rolim, Gustavo Soares, Rohit Gheyi, Titus Barik, Loris D’Antoni
Brazilian Symposium on Software Engineering | October 2021
reCode: A Lightweight Find-and-Replace Interaction in the IDE for Transforming Code by Example
Wode Ni, Joshua Sunshine, Vu Le, Sumit Gulwani, Titus Barik
UIST 2021 | October 2021
Semantic programming by example with pre-trained models
Gust Verbruggen, Vu Le, Sumit Gulwani
OOPSLA | October 2021
Multi-modal Program Inference: a Marriage of Pre-trained Language Models and Component-based Synthesis
Kia Rahmani, Mohammad Raza (moraza), Sumit Gulwani (sumitg), Vu Le (levu), Dan Morris (damorri), Arjun Radhakrishna (arradha), Gustavo Soares (gsoares), Ashish Tiwari (astiwar)
OOPSLA | October 2021
APIfix: Output-Oriented Program Synthesis for Combating Breaking Changes in Libraries
Xiang Gao, Arjun Radhakrishna, Gustavo Soares, Ridwan Shariffdeen, Sumit Gulwani, Abhik Roychoudhury
OOPSLA | September 2021
Can Program Synthesis be Used to Learn Merge Conflict Resolutions? An Empirical Analysis
Rangeet Pan, Vu Le, Nachi Nagappan, Sumit Gulwani, Shuvendu Lahiri, Mike Kaufman
2021 IEEE/ACM 43nd International Conference on Software Engineering (ICSE ’21) | May 2021
Structure interpretation of text formats
Sumit Gulwani, Vu Le, Arjun Radhakrishna, Ivan Radicek, Mohammad Raza
Object-Oriented Programming, Systems, Languages & Applications (OOPSLA) | November 2020
DOI PDF Author's Version Publication Publication Publication Vidéo Projet Projet Projet
An Integrated Approach of Deep Learning and Symbolic Analysis for Digital PDF Table Extraction
Mengshi Zhang, Daniel Perelman, Vu Le, Sumit Gulwani
International Conference on Pattern Recognition | October 2020
Feedback-Driven Semi-Supervised Synthesis of Program Transformations
Xiang Gao, Shraddha Barke, Arjun Radhakrishna, Gustavo Soares, Sumit Gulwani, Alan Leung, Nachi Nagappan, Ashish Tiwari
OOPSLA | October 2020
Here We Go Again: Why Is It Difficult for Developers to Learn Another Programming Language?
Nischal Shrestha, Colton Botta, Titus Barik, Chris Parnin
42nd International Conference on Software Engineering (ICSE) | July 2020
ExTuNe: Explaining Tuple Non-conformance
Anna Fariha, Ashish Tiwari, Arjun Radhakrishna, Sumit Gulwani
2020 International Conference on Management of Data | June 2020
Web data extraction using hybrid program synthesis: a combination of top-down and bottom-up inference
Mohammad Raza, Sumit Gulwani
SIGMOD (Special Interest Group on Management of Data) | June 2020
Wrex: A Unified Programming-by-Example Interaction for Synthesizing Readable Code for Data Scientists
Ian Drosos, Titus Barik, Philip J. Guo, Robert DeLIne, Sumit Gulwani
ACM CHI Conference on Human Factors in Computing Systems | April 2020
Best Paper Award
On the fly synthesis of edit suggestions
Anders Miltner, Sumit Gulwani, Vu Le, Alan Leung, Arjun Radhakrishna, Gustavo Soares, Ashish Tiwari, Abhishek Udupa
Object-Oriented Programming, Systems, Languages & Applications (OOPSLA) | October 2019
Learning Natural Programs from a Few Examples in Real-Time
Nagarajan Natarajan, Danny Simmons, Naren Datha (narend), Prateek Jain, Sumit Gulwani
AIStats | January 2019
FlashProfile: A Framework for Synthesizing Data Profiles
Saswat Padhi, Daniel Perelman, Prateek Jain, Alex Polozov, Sumit Gulwani, Todd Millstein
ACM SIGPLAN conference on Systems, Programming, Languages and Applications: Software for Humanity (SPLASH – OOPSLA) | November 2018
Automated Clustering and Program Repair for Introductory Programming Assignments
Sumit Gulwani, Ivan Radicek, Florian Zuleger
PLDI | May 2018
Compilation Error Repair: For the Student Programs, From the Student Programs
Umair Ahmed, Pawan Kumar, Amey Karkare, Purushottam Kar, Sumit Gulwani
40th International Conference on Software Engineering (ICSE), Software Engineering Education and Training Track | February 2018
Disjunctive Program Synthesis: A Robust Approach to Programming by Example
Mohammad Raza, Sumit Gulwani
AAAI 2018 | February 2018
Neural-Guided Deductive Search for Real-Time Program Synthesis from Examples
Ashwin Kalyan, Abhishek Mohta, Alex Polozov, Dhruv Batra, Prateek Jain, Sumit Gulwani
6th International Conference on Learning Representations (ICLR) | January 2018
Automatic Diagnosis of Students’ Misconceptions in K-8 Mathematics
Molly Q Feldman, Ji Yong Cho, Monica Ong, Sumit Gulwani, Zoran Popovic, Erik Andersen
2018 ACM Conference on Human Factors in Computing Systems (CHI) | January 2018
Programming by Examples: PL meets ML
Sumit Gulwani, Prateek Jain
APLAS 2017 | October 2017
TraceDiff: Debugging unexpected code behavior using trace divergences
Ryo Suzuki, Gustavo Soares, Andrew Head, Elena Glassman, Ruan Reis, Melina Mongiovi, Loris D'Antoni, Björn Hartmann
VL/HCC | August 2017
Writing Reusable Code Feedback at Scale with Mixed-Initiative Program Synthesis
Andrew Head, Elena Glassman, Gustavo Soares, Ryo Suzuki, Lucas Figueredo, Loris D'Antoni, Bjoern Hartmann
Learning at Scale (L@S) | August 2017
Learning to Learn Programs from Examples: Going Beyond Program Structure
Kevin Ellis, Sumit Gulwani
IJCAI 2017 | May 2017
Learning Syntactic Program Transformations from Examples
Reudismam Rolim, Gustavo Soares, Loris D’Antoni, Oleksandr Polozov, Sumit Gulwani, Rohit Gheyi, Ryo Suzuki, Björn Hartmann
ICSE 2017 | April 2017
Automated Data Extraction using Predictive Program Synthesis
Mohammad Raza, Sumit Gulwani
AAAI 2017 | February 2017
Ringer: Web Automation by Demonstration
Shaon Barman, Sarah Chasins, Ras Bodik, Sumit Gulwani
OOPSLA 2016 | November 2016
FIDEX: Filtering Spreadsheet Data using Examples
Xinyu Wang, Sumit Gulwani, Rishabh Singh
OOPSLA’16 October 25-30, 2016, The Netherlands | October 2016
Programming by Examples: Applications, Algorithms, and Ambiguity Resolution
Invited talk at IJCAR 2016 | June 2016
Program Synthesis Using Natural Language
Aditya Desai , Sumit Gulwani, Vineet Hingorani , Nidhi Jain , Amey Karkare , Mark Marron, Sailesh R , Subhajit Roy
ICSE ’16 Proceedings of the 38th International Conference on Software Engineering | May 2016
Semi-Supervised Verified Feedback Generation
Shalini Kaleeswaran, Anirudh Santhiar, Aditya Kanade, Sumit Gulwani
March 2016
Spreadsheet Programming using Examples
Keynote at SEMS 2016 | January 2016
Programming by Examples (and its Applications in Data Wrangling)
Verification and Synthesis of Correct and Secure Systems | January 2016
Transforming Spreadsheet Data Types using Examples
Rishabh Singh, Sumit Gulwani
43rd Symposium on Principles of Programming Languages (POPL 2016) | January 2016
User Interaction Models for Disambiguation in Programming by Example
Mikaël Mayer, Gustavo Soares (gsoares), Maxim Grechkin, Vu Le, Mark Marron, Alex Polozov, Rishabh Singh, Ben Zorn, Sumit Gulwani
ACM Symposium on User Interface Software and Technology (UIST) 2015 | November 2015
FlashMeta: A Framework for Inductive Program Synthesis
Alex Polozov, Sumit Gulwani
ACM SIGPLAN conference on Systems, Programming, Languages and Applications: Software for Humanity (SPLASH) 2015 | October 2015
Programming by Examples (and its applications in Data Wrangling)
Lectures at Marktoberdorf Summer School, Aug 2015 | August 2015
FlashExtract: a framework for data extraction by examples
2014 Programming Language Design and Implementation | June 2014
DOI PDF PDF Publication Publication Publication Publication Vidéo Vidéo Projet Projet Projet Projet Projet
FlashRelate: Extracting Relational Data from Semi-Structured Spreadsheets Using Examples
Daniel W. Barowy, Sumit Gulwani, Ted Hart, Ben Zorn
PLDI ’15 Proceedings of the 36th ACM SIGPLAN Conference on Programming Language Design and Implementation | April 2014
Distinguished Artifact Award
Spreadsheet Data Manipulation using Examples
Sumit Gulwani, William R. Harris, Rishabh Singh
January 2012
Invited to CACM Research Highlights
Automating String Processing in Spreadsheets using Input-Output Examples
PoPL’11, January 26-28, 2011, Austin, Texas, USA | January 2011
Most Influential POPL Paper Award
Publication Publication Publication Vidéo Vidéo Vidéo Projet Projet
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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
Assessing GPT4-V on Structured Reasoning Tasks
Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Gust Verbruggen
Preprint | December 2023
Augmented Embeddings for Custom Retrievals
Anirudh Khatry, Yasharth Bajpai, Priyanshu Gupta, Sumit Gulwani, Ashish Tiwari
arXiv | October 2023
DataVinci: Learning Syntactic and Semantic String Repairs
Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Carina Negreanu, Gust Verbruggen
Preprint | August 2023
Storytelling and Science
Titus Barik, Sumit Gulwani, Mario Juarez
March 2022
FlashProfile: Interactive Synthesis of Syntactic Profiles
Saswat Padhi, Prateek Jain, Daniel Perelman, Alex Polozov, Sumit Gulwani, Todd Milstein
arXiv preprint | September 2017, Vol arXiv:1709.05725
Research for Practice: Programming by Examples
Research for Practice, CACM | July 2017, Vol 60: pp. 46-49
Interactive Program Synthesis
Vu Le, Daniel Perelman, Alex Polozov, Mohammad Raza (moraza), Abhishek Udupa, Sumit Gulwani
arXiv preprint | March 2017, Vol arXiv:1703.03539
Program Synthesis Using Stochastic Techniques
Communications of the ACM, Technical Perspective | February 2016, Vol 59(2): pp. 113
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Repair Is Nearly Generation: Multilingual Program Repair with LLMs
Harshit Joshi, José Cambronero, Sumit Gulwani, Vu Le, Ivan Radicek, Gust Verbruggen
February 2023
Publié par : AAAI | February 2023
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PROSE Research Fellowship Program
Sumit Gulwani, Arjun Radhakrishna
May 2022
Shaping the future with: Sumit Gulwani
March 2022
Max Planck-Humboldt Medal 2021
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Programming by Examples: PL meets ML
Sumit Gulwani, Prateek Jain
Dependable Software Systems Engineering | Publié par IOS Press | 2019