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Oleksandr Polozov
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PaLM: Scaling language modeling with Pathways
A Chowdhery, S Narang, J Devlin, M Bosma, G Mishra, A Roberts, ...
arXiv preprint arXiv:2204.02311, 2022
9472022
Program synthesis
S Gulwani, O Polozov, R Singh
Foundations and Trends® in Programming Languages 4 (1-2), 1-119, 2017
5082017
FlashMeta: A framework for inductive program synthesis
O Polozov, S Gulwani
ACM SIGPLAN Notices 50 (10), 107-126, 2015
3342015
RAT-SQL: Relation-Aware Schema Encoding and Linking for Text-to-SQL Parsers
B Wang, R Shin, X Liu, O Polozov, M Richardson
Proceedings of the 58th Annual Meeting of the Association for Computational†…, 2020
3142020
Learning syntactic program transformations from examples
R Rolim, G Soares, L D'Antoni, O Polozov, S Gulwani, R Gheyi, R Suzuki, ...
2017 IEEE/ACM 39th International Conference on Software Engineering (ICSE†…, 2017
2422017
Generative code modeling with graphs
M Brockschmidt, M Allamanis, AL Gaunt, O Polozov
International Conference on Learning Representations, 2019
1532019
Neural-Guided Deductive Search for Real-Time Program Synthesis from Examples
A Kalyan, A Mohta, O Polozov, D Batra, P Jain, S Gulwani
International Conference on Learning Representations, 2018
1522018
Robust text-to-SQL generation with execution-guided decoding
C Wang, K Tatwawadi, M Brockschmidt, PS Huang, Y Mao, O Polozov, ...
arXiv preprint arXiv:1807.03100, 2018
117*2018
User interaction models for disambiguation in programming by example
M Mayer, G Soares, M Grechkin, V Le, M Marron, O Polozov, R Singh, ...
Proceedings of the 28th Annual ACM Symposium on User Interface Software†…, 2015
942015
Structure-grounded pretraining for text-to-SQL
X Deng, AH Awadallah, C Meek, O Polozov, H Sun, M Richardson
arXiv preprint arXiv:2010.12773, 2020
722020
Personalized mathematical word problem generation
O Polozov, E O'Rourke, AM Smith, L Zettlemoyer, S Gulwani, Z Popoviś
Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015
702015
Program Synthesis and Semantic Parsing with Learned Code Idioms
R Shin, M Allamanis, M Brockschmidt, O Polozov
Neural Information Processing Systems, 2019
68*2019
Neuro-Symbolic Visual Reasoning: Disentangling "Visual" from "Reasoning"
S Amizadeh, H Palangi, O Polozov, Y Huang, K Koishida
International Conference on Machine Learning, 279-290, 2020
592020
IncSQL: Training incremental text-to-SQL parsers with non-deterministic oracles
T Shi, K Tatwawadi, K Chakrabarti, Y Mao, O Polozov, W Chen
arXiv preprint arXiv:1809.05054, 2018
592018
Synchromesh: Reliable code generation from pre-trained language models
G Poesia, O Polozov, V Le, A Tiwari, G Soares, C Meek, S Gulwani
arXiv preprint arXiv:2201.11227, 2022
502022
SCoRe: Pre-Training for Context Representation in Conversational Semantic Parsing
T Yu, R Zhang, O Polozov, C Meek, AH Awadallah
International Conference on Learning Representations, 2021
492021
Neurosymbolic programming
S Chaudhuri, K Ellis, O Polozov, R Singh, A Solar-Lezama, Y Yue
Foundations and Trends® in Programming Languages 7 (3), 158-243, 2021
402021
FlashProfile: a framework for synthesizing data profiles
S Padhi, P Jain, D Perelman, O Polozov, S Gulwani, T Millstein
Proceedings of the ACM on Programming Languages 2 (OOPSLA), 1-28, 2018
31*2018
KaggleDBQA: Realistic evaluation of text-to-SQL parsers
CH Lee, O Polozov, M Richardson
arXiv preprint arXiv:2106.11455, 2021
222021
Interactive program synthesis
V Le, D Perelman, O Polozov, M Raza, A Udupa, S Gulwani
arXiv preprint arXiv:1703.03539, 2017
212017
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Articles 1–20