Oleksandr Polozov

According to our database, Oleksandr Polozov authored at least 30 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Grounding Data Science Code Generation with Input-Output Specifications.

Yeming Wen, Pengcheng Yin, Kensen Shi, Henryk Michalewski, Swarat Chaudhuri, Alex Polozov

CoRR, 2024

2023

PaLM: Scaling Language Modeling with Pathways.

Aakanksha Chowdhery, Sharan Narang, Jacob Devlin, Maarten Bosma, Gaurav Mishra, Adam Roberts, Paul Barham, Hyung Won Chung, Charles Sutton, Sebastian Gehrmann, Parker Schuh, Kensen Shi, Sasha Tsvyashchenko, Joshua Maynez, Abhishek Rao, Parker Barnes, Yi Tay, Noam Shazeer, Vinodkumar Prabhakaran, Emily Reif, Nan Du, Ben Hutchinson, Reiner Pope, James Bradbury, Jacob Austin, Michael Isard, Guy Gur-Ari, Pengcheng Yin, Toju Duke, Anselm Levskaya, Sanjay Ghemawat, Sunipa Dev, Henryk Michalewski, Xavier Garcia, Vedant Misra, Kevin Robinson, Liam Fedus, Denny Zhou, Daphne Ippolito, David Luan, Hyeontaek Lim, Barret Zoph, Alexander Spiridonov, Ryan Sepassi, David Dohan, Shivani Agrawal, Mark Omernick, Andrew M. Dai, Thanumalayan Sankaranarayana Pillai, Marie Pellat, Aitor Lewkowycz, Erica Moreira, Rewon Child, Oleksandr Polozov, Katherine Lee, Zongwei Zhou, Xuezhi Wang, Brennan Saeta, Mark Diaz, Orhan Firat, Michele Catasta, Jason Wei, Kathy Meier-Hellstern, Douglas Eck, Jeff Dean, Slav Petrov, Noah Fiedel

J. Mach. Learn. Res., 2023

Learning Math Reasoning from Self-Sampled Correct and Partially-Correct Solutions.

Ansong Ni, Jeevana Priya Inala, Chenglong Wang, Alex Polozov, Christopher Meek, Dragomir Radev, Jianfeng Gao

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Natural Language to Code Generation in Interactive Data Science Notebooks.

Pengcheng Yin, Wen-Ding Li, Kefan Xiao, Abhishek Rao, Yeming Wen, Kensen Shi, Joshua Howland, Paige Bailey, Michele Catasta, Henryk Michalewski, Oleksandr Polozov, Charles Sutton

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

Learning from Self-Sampled Correct and Partially-Correct Programs.

Ansong Ni, Jeevana Priya Inala, Chenglong Wang, Oleksandr Polozov, Christopher Meek, Dragomir R. Radev, Jianfeng Gao

CoRR, 2022

Synchromesh: Reliable Code Generation from Pre-trained Language Models.

Gabriel Poesia, Alex Polozov, Vu Le, Ashish Tiwari, Gustavo Soares, Christopher Meek, Sumit Gulwani

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

Neurosymbolic Programming.

Swarat Chaudhuri, Kevin Ellis, Oleksandr Polozov, Rishabh Singh, Armando Solar-Lezama, Yisong Yue

Found. Trends Program. Lang., 2021

Programming Puzzles.

Tal Schuster, Ashwin Kalyan, Alex Polozov, Adam Kalai

Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021

Structure-Grounded Pretraining for Text-to-SQL.

Xiang Deng, Ahmed Hassan Awadallah, Christopher Meek, Oleksandr Polozov, Huan Sun, Matthew Richardson

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

SCoRe: Pre-Training for Context Representation in Conversational Semantic Parsing.

Tao Yu, Rui Zhang, Alex Polozov, Christopher Meek, Ahmed Hassan Awadallah

Proceedings of the 9th International Conference on Learning Representations, 2021

KaggleDBQA: Realistic Evaluation of Text-to-SQL Parsers.

Chia-Hsuan Lee, Oleksandr Polozov, Matthew Richardson

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

Neuro-Symbolic Visual Reasoning: Disentangling "Visual" from "Reasoning".

Saeed Amizadeh, Hamid Palangi, Alex Polozov, Yichen Huang, Kazuhito Koishida

Proceedings of the 37th International Conference on Machine Learning, 2020

RAT-SQL: Relation-Aware Schema Encoding and Linking for Text-to-SQL Parsers.

Bailin Wang, Richard Shin, Xiaodong Liu, Oleksandr Polozov, Matthew Richardson

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Learning Web-based Procedures by Reasoning over Explanations and Demonstrations in Context.

Shashank Srivastava, Oleksandr Polozov, Nebojsa Jojic, Christopher Meek

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

Are My Invariants Valid? A Learning Approach.

Vincent J. Hellendoorn, Premkumar T. Devanbu, Oleksandr Polozov, Mark Marron

CoRR, 2019

Program Synthesis and Semantic Parsing with Learned Code Idioms.

Eui Chul Richard Shin, Miltiadis Allamanis, Marc Brockschmidt, Alex Polozov

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Generative Code Modeling with Graphs.

Marc Brockschmidt, Miltiadis Allamanis, Alexander L. Gaunt, Oleksandr Polozov

Proceedings of the 7th International Conference on Learning Representations, 2019

2018

FlashProfile: a framework for synthesizing data profiles.

Saswat Padhi, Prateek Jain, Daniel Perelman, Oleksandr Polozov, Sumit Gulwani, Todd D. Millstein

Proc. ACM Program. Lang., 2018

IncSQL: Training Incremental Text-to-SQL Parsers with Non-Deterministic Oracles.

Tianze Shi, Kedar Tatwawadi, Kaushik Chakrabarti, Yi Mao, Oleksandr Polozov, Weizhu Chen

CoRR, 2018

Execution-Guided Neural Program Decoding.

Chenglong Wang, Po-Sen Huang, Alex Polozov, Marc Brockschmidt, Rishabh Singh

CoRR, 2018

Neural-Guided Deductive Search for Real-Time Program Synthesis from Examples.

Ashwin J. Vijayakumar, Abhishek Mohta, Oleksandr Polozov, Dhruv Batra, Prateek Jain, Sumit Gulwani

CoRR, 2018

Neural-Guided Deductive Search for Real-Time Program Synthesis from Examples.

Ashwin Kalyan, Abhishek Mohta, Oleksandr Polozov, Dhruv Batra, Prateek Jain, Sumit Gulwani

Proceedings of the 6th International Conference on Learning Representations, 2018

2017

Program Synthesis.

Sumit Gulwani, Oleksandr Polozov, Rishabh Singh

Found. Trends Program. Lang., 2017

FlashProfile: Interactive Synthesis of Syntactic Profiles.

Saswat Padhi, Prateek Jain, Daniel Perelman, Oleksandr Polozov, Sumit Gulwani, Todd D. Millstein

CoRR, 2017

Interactive Program Synthesis.

Vu Le, Daniel Perelman, Oleksandr Polozov, Mohammad Raza, Abhishek Udupa, Sumit Gulwani

CoRR, 2017

Learning syntactic program transformations from examples.

Reudismam Rolim, Gustavo Soares, Loris D'Antoni, Oleksandr Polozov, Sumit Gulwani, Rohit Gheyi, Ryo Suzuki, Björn Hartmann

Proceedings of the 39th International Conference on Software Engineering, 2017

2015

User Interaction Models for Disambiguation in Programming by Example.

Mikaël Mayer, Gustavo Soares, Maxim Grechkin, Vu Le, Mark Marron, Oleksandr Polozov, Rishabh Singh, Benjamin G. Zorn, Sumit Gulwani

Proceedings of the 28th Annual ACM Symposium on User Interface Software & Technology, 2015

FlashMeta: a framework for inductive program synthesis.

Oleksandr Polozov, Sumit Gulwani

Proceedings of the 2015 ACM SIGPLAN International Conference on Object-Oriented Programming, 2015

Personalized Mathematical Word Problem Generation.

Oleksandr Polozov, Eleanor O'Rourke, Adam M. Smith, Luke Zettlemoyer, Sumit Gulwani, Zoran Popovic

Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

2014

LaSEWeb: automating search strategies over semi-structured web data.

Oleksandr Polozov, Sumit Gulwani

Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014