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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
56672022
Gemini: a family of highly capable multimodal models
G Team, R Anil, S Borgeaud, JB Alayrac, J Yu, R Soricut, J Schalkwyk, ...
arXiv preprint arXiv:2312.11805, 2023
31812023
PaLM 2 Technical Report
R Anil, AM Dai, O Firat, M Johnson, D Lepikhin, A Passos, S Shakeri, ...
arXiv preprint arXiv:2305.10403, 2023
15692023
Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context
G Team, P Georgiev, VI Lei, R Burnell, L Bai, A Gulati, G Tanzer, ...
arXiv preprint arXiv:2403.05530, 2024
11512024
Program synthesis
S Gulwani, O Polozov, R Singh
Foundations and Trends® in Programming Languages 4 (1-2), 1-119, 2017
7982017
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
6002020
FlashMeta: A framework for inductive program synthesis
O Polozov, S Gulwani
ACM SIGPLAN Notices 50 (10), 107-126, 2015
4072015
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
2892017
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
2292022
Generative code modeling with graphs
M Brockschmidt, M Allamanis, AL Gaunt, O Polozov
International Conference on Learning Representations, 2019
2162019
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
1882018
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
161*2018
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
1482020
Palm: Scaling language modeling with pathways, 2022
A Chowdhery, S Narang, J Devlin, M Bosma, G Mishra, A Roberts, ...
arXiv preprint arXiv:2204.02311, 2022
1332022
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
1192015
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
1142021
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
1132020
Program Synthesis and Semantic Parsing with Learned Code Idioms
R Shin, M Allamanis, M Brockschmidt, O Polozov
Neural Information Processing Systems, 2019
1042019
KaggleDBQA: Realistic evaluation of text-to-SQL parsers
CH Lee, O Polozov, M Richardson
arXiv preprint arXiv:2106.11455, 2021
992021
Personalized Mathematical Word Problem Generation.
O Polozov, E O'Rourke, AM Smith, L Zettlemoyer, S Gulwani, Z Popovic
IJCAI, 381-388, 2015
972015
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Artikler 1–20