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José Pablo Cambronero
José Pablo Cambronero
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Year
When deep learning met code search
J Cambronero, H Li, S Kim, K Sen, S Chandra
Proceedings of the 2019 27th ACM Joint Meeting on European Software …, 2019
2532019
Repair is nearly generation: Multilingual program repair with llms
H Joshi, JC Sanchez, S Gulwani, V Le, G Verbruggen, I Radiček
Proceedings of the AAAI Conference on Artificial Intelligence 37 (4), 5131-5140, 2023
1252023
Generative ai for programming education: Benchmarking chatgpt, gpt-4, and human tutors
T Phung, VA Pădurean, J Cambronero, S Gulwani, T Kohn, R Majumdar, ...
Proceedings of the 2023 ACM Conference on International Computing Education …, 2023
742023
Repairing bugs in python assignments using large language models
J Zhang, J Cambronero, S Gulwani, V Le, R Piskac, G Soares, ...
arXiv preprint arXiv:2209.14876, 2022
672022
Generating high-precision feedback for programming syntax errors using large language models
T Phung, J Cambronero, S Gulwani, T Kohn, R Majumdar, A Singla, ...
arXiv preprint arXiv:2302.04662, 2023
652023
Query optimization for dynamic imputation
J Cambronero, JK Feser, MJ Smith, S Madden
Proceedings of the VLDB Endowment 10 (11), 1310-1321, 2017
452017
Development and validation of a pancreatic cancer risk model for the general population using electronic health records: An observational study
L Appelbaum, JP Cambronero, JP Stevens, S Horng, K Pollick, G Silva, ...
European Journal of Cancer 143, 19-30, 2020
412020
Flashfill++: Scaling programming by example by cutting to the chase
J Cambronero, S Gulwani, V Le, D Perelman, A Radhakrishna, C Simon, ...
Proceedings of the ACM on Programming Languages 7 (POPL), 952-981, 2023
282023
Tabular representation, noisy operators, and impacts on table structure understanding tasks in llms
A Singha, J Cambronero, S Gulwani, V Le, C Parnin
arXiv preprint arXiv:2310.10358, 2023
222023
Doing more with less: characterizing dataset downsampling for automl
F Zogaj, JP Cambronero, MC Rinard, J Cito
Proceedings of the VLDB Endowment 14 (11), 2059-2072, 2021
202021
AL: autogenerating supervised learning programs
JP Cambronero, MC Rinard
Proceedings of the ACM on Programming Languages 3 (OOPSLA), 1-28, 2019
202019
Automating human tutor-style programming feedback: Leveraging gpt-4 tutor model for hint generation and gpt-3.5 student model for hint validation
T Phung, VA Pădurean, A Singh, C Brooks, J Cambronero, S Gulwani, ...
Proceedings of the 14th Learning Analytics and Knowledge Conference, 12-23, 2024
182024
Ams: Generating automl search spaces from weak specifications
JP Cambronero, J Cito, MC Rinard
Proceedings of the 28th ACM Joint Meeting on European Software Engineering …, 2020
172020
Codefusion: A pre-trained diffusion model for code generation
M Singh, J Cambronero, S Gulwani, V Le, C Negreanu, G Verbruggen
arXiv preprint arXiv:2310.17680, 2023
162023
Characterizing developer use of automatically generated patches
JP Cambronero, J Shen, J Cito, E Glassman, M Rinard
2019 IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC …, 2019
162019
Active learning for software engineering
JP Cambronero, THY Dang, N Vasilakis, J Shen, J Wu, MC Rinard
Proceedings of the 2019 ACM SIGPLAN International Symposium on New Ideas …, 2019
142019
Co-audit: tools to help humans double-check AI-generated content
AD Gordon, C Negreanu, J Cambronero, R Chakravarthy, I Drosos, ...
arXiv preprint arXiv:2310.01297, 2023
122023
Neurosymbolic repair for low-code formula languages
R Bavishi, H Joshi, J Cambronero, A Fariha, S Gulwani, V Le, I Radiček, ...
Proceedings of the ACM on Programming Languages 6 (OOPSLA2), 1093-1122, 2022
122022
Pydex: Repairing bugs in introductory python assignments using llms
J Zhang, JP Cambronero, S Gulwani, V Le, R Piskac, G Soares, ...
Proceedings of the ACM on Programming Languages 8 (OOPSLA1), 1100-1124, 2024
102024
Assessing gpt4-v on structured reasoning tasks
M Singh, J Cambronero, S Gulwani, V Le, G Verbruggen
arXiv preprint arXiv:2312.11524, 2023
62023
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