José Cambronero

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 27

Top Topics

Reasoning Tasks

Classification Rules

Top Venues

Proc. ACM Program. Lang.

Proc. VLDB Endow.

Publications

Usneek Singh, José Cambronero, Sumit Gulwani, Aditya Kanade, Anirudh Khatry, Vu Le, Mukul Singh, Gust Verbruggen
An Empirical Study of Validating Synthetic Data for Formula Generation. CoRR (2024)
Yuzhang Tian, Jianbo Zhao, Haoyu Dong, Junyu Xiong, Shiyu Xia, Mengyu Zhou, Yun Lin, José Cambronero, Yeye He, Shi Han, Dongmei Zhang
SpreadsheetLLM: Encoding Spreadsheets for Large Language Models. CoRR (2024)
Mukul Singh, Gust Verbruggen, José Cambronero, Vu Le, Sumit Gulwani
EmFORE: Learning Email Folder Classification Rules by Demonstration. AAAI (2024)
Shraddha Barke, Christian Pölitz, Carina Suzana Negreanu, Benjamin G. Zorn, José Cambronero, Andrew D. Gordon, Vu Le, Elnaz Nouri, Nadia Polikarpova, Advait Sarkar, Brian Slininger, Neil Toronto, Jack Williams
Solving Data-centric Tasks using Large Language Models. CoRR (2024)
Tung Phung, Victor-Alexandru Padurean, Anjali Singh, Christopher Brooks, José Cambronero, Sumit Gulwani, Adish Singla, Gustavo Soares
Automating Human Tutor-Style Programming Feedback: Leveraging GPT-4 Tutor Model for Hint Generation and GPT-3.5 Student Model for Hint Validation. LAK (2024)
Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Carina Negreanu, Gust Verbruggen
CodeFusion: A Pre-trained Diffusion Model for Code Generation. EMNLP (2023)
José Cambronero, Sumit Gulwani, Vu Le, Daniel Perelman, Arjun Radhakrishna, Clint Simon, Ashish Tiwari
FlashFill++: Scaling Programming by Example by Cutting to the Chase. Proc. ACM Program. Lang. 7 (POPL) (2023)
Tung Phung, Victor-Alexandru Padurean, José Cambronero, Sumit Gulwani, Tobias Kohn, Rupak Majumdar, Adish Singla, Gustavo Soares
Generative AI for Programming Education: Benchmarking ChatGPT, GPT-4, and Human Tutors. CoRR (2023)
Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Carina Negreanu, Gust Verbruggen
DataVinci: Learning Syntactic and Semantic String Repairs. CoRR (2023)
Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Carina Negreanu, Elnaz Nouri, Mohammad Raza, Gust Verbruggen
FormaT5: Abstention and Examples for Conditional Table Formatting with Natural Language. Proc. VLDB Endow. 17 (3) (2023)
Ananya Singha, José Cambronero, Sumit Gulwani, Vu Le, Chris Parnin
Tabular Representation, Noisy Operators, and Impacts on Table Structure Understanding Tasks in LLMs. CoRR (2023)
Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Carina Negreanu, Elnaz Nouri, Mohammad Raza, Gust Verbruggen
FormaT5: Abstention and Examples for Conditional Table Formatting with Natural Language. CoRR (2023)
Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Carina Negreanu, Gust Verbruggen
Demonstration of CORNET: A System For Learning Spreadsheet Formatting Rules By Example. CoRR (2023)
Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Gust Verbruggen
Assessing GPT4-V on Structured Reasoning Tasks. CoRR (2023)
Tung Phung, José Cambronero, Sumit Gulwani, Tobias Kohn, Rupak Majumdar, Adish Singla, Gustavo Soares
Generating High-Precision Feedback for Programming Syntax Errors using Large Language Models. EDM (2023)
Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Gust Verbruggen
EmFore: Online Learning of Email Folder Classification Rules. CIKM (2023)
Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Carina Negreanu, Gust Verbruggen
CodeFusion: A Pre-trained Diffusion Model for Code Generation. CoRR (2023)
Tung Phung, Victor-Alexandru Padurean, Anjali Singh, Christopher Brooks, José Cambronero, Sumit Gulwani, Adish Singla, Gustavo Soares
Automating Human Tutor-Style Programming Feedback: Leveraging GPT-4 Tutor Model for Hint Generation and GPT-3.5 Student Model for Hint Validation. CoRR (2023)
Harshit Joshi, Abishai Ebenezer, José Cambronero, Sumit Gulwani, Aditya Kanade, Vu Le, Ivan Radicek, Gust Verbruggen
FLAME: A small language model for spreadsheet formulas. CoRR (2023)
Andrew D. Gordon, Carina Negreanu, José Cambronero, Rasika Chakravarthy, Ian Drosos, Hao Fang, Bhaskar Mitra, Hannah Richardson, Advait Sarkar, Stephanie Simmons, Jack Williams, Ben Zorn
Co-audit: tools to help humans double-check AI-generated content. CoRR (2023)
Tung Phung, José Cambronero, Sumit Gulwani, Tobias Kohn, Rupak Majumdar, Adish Singla, Gustavo Soares
Generating High-Precision Feedback for Programming Syntax Errors using Large Language Models. CoRR (2023)
Jialu Zhang, José Cambronero, Sumit Gulwani, Vu Le, Ruzica Piskac, Gustavo Soares, Gust Verbruggen
Repairing Bugs in Python Assignments Using Large Language Models. CoRR (2022)
Tung Phung, Victor-Alexandru Padurean, José Cambronero, Sumit Gulwani, Tobias Kohn, Rupak Majumdar, Adish Singla, Gustavo Soares
Generative AI for Programming Education: Benchmarking ChatGPT, GPT-4, and Human Tutors. ICER (2) (2022)
Rohan Bavishi, Harshit Joshi, José Cambronero, Anna Fariha, Sumit Gulwani, Vu Le, Ivan Radicek, Ashish Tiwari
Neurosymbolic repair for low-code formula languages. Proc. ACM Program. Lang. 6 (OOPSLA2) (2022)
José Cambronero, Hongyu Li, Seohyun Kim, Koushik Sen, Satish Chandra
When deep learning met code search. ESEC/SIGSOFT FSE (2019)
José Cambronero, Hongyu Li, Seohyun Kim, Koushik Sen, Satish Chandra
When Deep Learning Met Code Search. CoRR (2019)
José Cambronero, John K. Feser, Micah J. Smith, Samuel Madden
Query Optimization for Dynamic Imputation. Proc. VLDB Endow. 10 (11) (2017)