Ordered Semantically Diverse Sampling for Textual Data
Ashish Tiwari, Mukul Singh, Ananya Singha, Arjun Radhakrishna
NeurIPS FPI 2025 | December 2025
论文与出版物
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ConDABench: Interactive Evaluation of Language Models for Advanced Data Analysis
Avik Dutta, Priyanshu Gupta, Hosein Hasanbeig, Rahul Pratap Singh, Harshit Nigam, Sumit Gulwani, Arjun Radhakrishna, Gustavo Soares, Ashish Tiwari
Multi Turn Interaction Workshop @ NeurIPS'25 | October 2025
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IndiMathBench: Autoformalization Mathematical Reasoning Problems with a Human Touch
Param Biyani, Shashank Kirtania, Yasharth Bajpai, Ashish Tiwari, Sumit Gulwani
ArXiv | October 2025
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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
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Execution-guided within-prompt search for programming-by-example
Gust Verbruggen, Ashish Tiwari, Mukul Singh, Vu Le, Sumit Gulwani
ICLR 2025 | April 2025
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TeCoFeS: Text Column Featurization using Semantic Analysis
Ananya Singha, Mukul Singh, Ashish Tiwari, Sumit Gulwani, Vu Le, Chris Parnin
NAACL 2025 | April 2025
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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
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CoWrangler: Recommender System for Data-Wrangling Scripts
Bhavya Chopra, Anna Fariha, Sumit Gulwani, Austin Z. Henley, Daniel Perelman, Mohammad Raza, Sherry Shi, Danny Simmons, Ashish Tiwari
SIGMOD | June 2023
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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
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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
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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
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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
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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
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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
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Conformance Constraint Discovery: Measuring Trust in Data-Driven Systems
Anna Fariha, Ashish Tiwari, Arjun Radhakrishna, Sumit Gulwani, Alexandra Meliou
Proceedings of the 2021 International Conference on Management of Data | June 2021
-
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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
-
ExTuNe: Explaining Tuple Non-conformance
Anna Fariha, Ashish Tiwari, Arjun Radhakrishna, Sumit Gulwani
2020 International Conference on Management of Data | June 2020
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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
-
-
-
Ordered Semantically Diverse Sampling for Textual Data
Ashish Tiwari, Mukul Singh, Ananya Singha, Arjun Radhakrishna
NeurIPS FPI 2025 | December 2025
-
ConDABench: Interactive Evaluation of Language Models for Advanced Data Analysis
Avik Dutta, Priyanshu Gupta, Hosein Hasanbeig, Rahul Pratap Singh, Harshit Nigam, Sumit Gulwani, Arjun Radhakrishna, Gustavo Soares, Ashish Tiwari
Multi Turn Interaction Workshop @ NeurIPS'25 | October 2025
-
IndiMathBench: Autoformalization Mathematical Reasoning Problems with a Human Touch
Param Biyani, Shashank Kirtania, Yasharth Bajpai, Ashish Tiwari, Sumit Gulwani
ArXiv | October 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
-
TeCoFeS: Text Column Featurization using Semantic Analysis
Ananya Singha, Mukul Singh, Ashish Tiwari, Sumit Gulwani, Vu Le, Chris Parnin
NAACL 2025 | April 2025
-
Execution-guided within-prompt search for programming-by-example
Gust Verbruggen, Ashish Tiwari, Mukul Singh, Vu Le, Sumit Gulwani
ICLR 2025 | April 2025
-
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
-
CoWrangler: Recommender System for Data-Wrangling Scripts
Bhavya Chopra, Anna Fariha, Sumit Gulwani, Austin Z. Henley, Daniel Perelman, Mohammad Raza, Sherry Shi, Danny Simmons, Ashish Tiwari
SIGMOD | June 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
-
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
-
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
-
Conformance Constraint Discovery: Measuring Trust in Data-Driven Systems
Anna Fariha, Ashish Tiwari, Arjun Radhakrishna, Sumit Gulwani, Alexandra Meliou
Proceedings of the 2021 International Conference on Management of Data | June 2021
-
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
-
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
-
-
-
IndiMathBench: Autoformalization Mathematical Reasoning Problems with a Human Touch
Param Biyani, Shashank Kirtania, Yasharth Bajpai, Ashish Tiwari, Sumit Gulwani
ArXiv | October 2025
-
TeCoFeS: Text Column Featurization using Semantic Analysis
Ananya Singha, Mukul Singh, Ashish Tiwari, Sumit Gulwani, Vu Le, Chris Parnin
NAACL 2025 | April 2025
-
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
-
CoWrangler: Recommender System for Data-Wrangling Scripts
Bhavya Chopra, Anna Fariha, Sumit Gulwani, Austin Z. Henley, Daniel Perelman, Mohammad Raza, Sherry Shi, Danny Simmons, Ashish Tiwari
SIGMOD | June 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
-
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
-
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
-
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
-
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
-
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
-
ExTuNe: Explaining Tuple Non-conformance
Anna Fariha, Ashish Tiwari, Arjun Radhakrishna, Sumit Gulwani
2020 International Conference 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
-
-
-
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
-
CoWrangler: Recommender System for Data-Wrangling Scripts
Bhavya Chopra, Anna Fariha, Sumit Gulwani, Austin Z. Henley, Daniel Perelman, Mohammad Raza, Sherry Shi, Danny Simmons, Ashish Tiwari
SIGMOD | June 2023
-
ExTuNe: Explaining Tuple Non-conformance
Anna Fariha, Ashish Tiwari, Arjun Radhakrishna, Sumit Gulwani
2020 International Conference on Management of Data | June 2020
-
-
-
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
-
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
-
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
-
-
-
Ordered Semantically Diverse Sampling for Textual Data
Ashish Tiwari, Mukul Singh, Ananya Singha, Arjun Radhakrishna
NeurIPS FPI 2025 | December 2025
-
ConDABench: Interactive Evaluation of Language Models for Advanced Data Analysis
Avik Dutta, Priyanshu Gupta, Hosein Hasanbeig, Rahul Pratap Singh, Harshit Nigam, Sumit Gulwani, Arjun Radhakrishna, Gustavo Soares, Ashish Tiwari
Multi Turn Interaction Workshop @ NeurIPS'25 | October 2025
-
TeCoFeS: Text Column Featurization using Semantic Analysis
Ananya Singha, Mukul Singh, Ashish Tiwari, Sumit Gulwani, Vu Le, Chris Parnin
NAACL 2025 | April 2025
-
Execution-guided within-prompt search for programming-by-example
Gust Verbruggen, Ashish Tiwari, Mukul Singh, Vu Le, Sumit Gulwani
ICLR 2025 | April 2025
-
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
-
CoWrangler: Recommender System for Data-Wrangling Scripts
Bhavya Chopra, Anna Fariha, Sumit Gulwani, Austin Z. Henley, Daniel Perelman, Mohammad Raza, Sherry Shi, Danny Simmons, Ashish Tiwari
SIGMOD | June 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
-
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
-
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
-
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
-
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
-
ExTuNe: Explaining Tuple Non-conformance
Anna Fariha, Ashish Tiwari, Arjun Radhakrishna, Sumit Gulwani
2020 International Conference 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
-
-
-
IndiMathBench: Autoformalization Mathematical Reasoning Problems with a Human Touch
Param Biyani, Shashank Kirtania, Yasharth Bajpai, Ashish Tiwari, Sumit Gulwani
ArXiv | October 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
-
Conformance Constraint Discovery: Measuring Trust in Data-Driven Systems
Anna Fariha, Ashish Tiwari, Arjun Radhakrishna, Sumit Gulwani, Alexandra Meliou
Proceedings of the 2021 International Conference on Management of Data | June 2021
-
-
-
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
-