Gulwani, Sumit

21 publications

ICLR 2025 Execution-Guided Within-Prompt Search for Programming-by-Example Gust Verbruggen, Ashish Tiwari, Mukul Singh, Vu Le, Sumit Gulwani

AAAI 2024 EmFORE: Learning Email Folder Classification Rules by Demonstration Mukul Singh, Gust Verbruggen, José Cambronero, Vu Le, Sumit Gulwani

AAAI 2024 FLAME: A Small Language Model for Spreadsheet Formulas Harshit Joshi, Abishai Ebenezer, José Pablo Cambronero Sánchez, Sumit Gulwani, Aditya Kanade, Vu Le, Ivan Radicek, Gust Verbruggen

AAAI 2023 Repair Is Nearly Generation: Multilingual Program Repair with LLMs Harshit Joshi, José Pablo Cambronero Sánchez, Sumit Gulwani, Vu Le, Gust Verbruggen, Ivan Radicek

NeurIPSW 2023 Tabular Representation, Noisy Operators, and Impacts on Table Structure Understanding Tasks in LLMs Ananya Singha, José Cambronero, Sumit Gulwani, Vu Le, Chris Parnin

ICLR 2022 Synchromesh: Reliable Code Generation from Pre-Trained Language Models Gabriel Poesia, Alex Polozov, Vu Le, Ashish Tiwari, Gustavo Soares, Christopher Meek, Sumit Gulwani

AISTATS 2019 Learning Natural Programs from a Few Examples in Real-Time Nagarajan Natarajan, Danny Simmons, Naren Datha, Prateek Jain, Sumit Gulwani

AAAI 2018 Disjunctive Program Synthesis: A Robust Approach to Programming by Example Mohammad Raza, Sumit Gulwani

ICLR 2018 Neural-Guided Deductive Search for Real-Time Program Synthesis from Examples Ashwin Kalyan, Abhishek Mohta, Oleksandr Polozov, Dhruv Batra, Prateek Jain, Sumit Gulwani

AAAI 2017 Automated Data Extraction Using Predictive Program Synthesis Mohammad Raza, Sumit Gulwani

IJCAI 2017 Learning to Learn Programs from Examples: Going Beyond Program Structure Kevin Ellis, Sumit Gulwani

AAAI 2015 Automatic Generation of Alternative Starting Positions for Simple Traditional Board Games Umair Z. Ahmed, Krishnendu Chatterjee, Sumit Gulwani

IJCAI 2015 Compositional Program Synthesis from Natural Language and Examples Mohammad Raza, Sumit Gulwani, Natasa Milic-Frayling

IJCAI 2015 FlashNormalize: Programming by Examples for Text Normalization Dileep Kini, Sumit Gulwani

IJCAI 2015 Personalized Mathematical Word Problem Generation Oleksandr Polozov, Eleanor O'Rourke, Adam M. Smith, Luke Zettlemoyer, Sumit Gulwani, Zoran Popovic

AAAI 2014 Programming by Example Using Least General Generalizations Mohammad Raza, Sumit Gulwani, Natasa Milic-Frayling

AAAI 2014 Synthesis of Geometry Proof Problems Chris Alvin, Sumit Gulwani, Rupak Majumdar, Supratik Mukhopadhyay

ICML 2013 A Machine Learning Framework for Programming by Example Aditya Menon, Omer Tamuz, Sumit Gulwani, Butler Lampson, Adam Kalai

IJCAI 2013 Automated Grading of DFA Constructions Rajeev Alur, Loris D'Antoni, Sumit Gulwani, Dileep Kini, Mahesh Viswanathan

IJCAI 2013 Automatically Generating Problems and Solutions for Natural Deduction Umair Z. Ahmed, Sumit Gulwani, Amey Karkare

AAAI 2012 Automatically Generating Algebra Problems Rohit Singh, Sumit Gulwani, Sriram K. Rajamani