Oleksandr Polozov

33 papers A* 6A 1Journal 20Unranked 5

Year	Rank	Type	Title / Venue / Authors
2023	—	`conf`	Natural Language to Code Generation in Interactive Data Science Notebooks. ACL (1) 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
2023	J	`jnl`	PaLM: Scaling Language Modeling with Pathways. J. Mach. Learn. Res. 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
2022	J	`jnl`	Learning from Self-Sampled Correct and Partially-Correct Programs. CoRR Ansong Ni, Jeevana Priya Inala, Chenglong Wang, Oleksandr Polozov, Christopher Meek, Dragomir R. Radev, Jianfeng Gao
2022	J	`jnl`	PaLM: Scaling Language Modeling with Pathways. CoRR 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
2022	J	`jnl`	Synchromesh: Reliable code generation from pre-trained language models. CoRR Gabriel Poesia, Oleksandr Polozov, Vu Le, Ashish Tiwari, Gustavo Soares, Christopher Meek, Sumit Gulwani
2021	—	`conf`	KaggleDBQA: Realistic Evaluation of Text-to-SQL Parsers. ACL/IJCNLP (1) Chia-Hsuan Lee, Oleksandr Polozov, Matthew Richardson
2021	J	`jnl`	KaggleDBQA: Realistic Evaluation of Text-to-SQL Parsers. CoRR Chia-Hsuan Lee, Oleksandr Polozov, Matthew Richardson
2021	J	`jnl`	Neurosymbolic Programming. Found. Trends Program. Lang. Swarat Chaudhuri, Kevin Ellis, Oleksandr Polozov, Rishabh Singh, Armando Solar-Lezama, Yisong Yue
2021	J	`jnl`	Programming Puzzles. CoRR Tal Schuster, Ashwin Kalyan, Oleksandr Polozov, Adam Tauman Kalai
2021	—	`conf`	Structure-Grounded Pretraining for Text-to-SQL. NAACL-HLT Xiang Deng, Ahmed Hassan Awadallah, Christopher Meek, Oleksandr Polozov, Huan Sun, Matthew Richardson
2020	A*	`conf`	Learning Web-based Procedures by Reasoning over Explanations and Demonstrations in Context. ACL Shashank Srivastava, Oleksandr Polozov, Nebojsa Jojic, Christopher Meek
2020	J	`jnl`	Neuro-Symbolic Visual Reasoning: Disentangling "Visual" from "Reasoning". CoRR Saeed Amizadeh, Hamid Palangi, Oleksandr Polozov, Yichen Huang, Kazuhito Koishida
2020	A*	`conf`	RAT-SQL: Relation-Aware Schema Encoding and Linking for Text-to-SQL Parsers. ACL Bailin Wang, Richard Shin, Xiaodong Liu, Oleksandr Polozov, Matthew Richardson
2020	J	`jnl`	Structure-Grounded Pretraining for Text-to-SQL. CoRR Xiang Deng, Ahmed Hassan Awadallah, Christopher Meek, Oleksandr Polozov, Huan Sun, Matthew Richardson
2019	J	`jnl`	Are My Invariants Valid? A Learning Approach. CoRR Vincent J. Hellendoorn, Premkumar T. Devanbu, Oleksandr Polozov, Mark Marron
2019	—	`conf`	Generative Code Modeling with Graphs. ICLR (Poster) Marc Brockschmidt, Miltiadis Allamanis, Alexander L. Gaunt, Oleksandr Polozov
2019	J	`jnl`	Program Synthesis and Semantic Parsing with Learned Code Idioms. CoRR Richard Shin, Miltiadis Allamanis, Marc Brockschmidt, Oleksandr Polozov
2019	J	`jnl`	RAT-SQL: Relation-Aware Schema Encoding and Linking for Text-to-SQL Parsers. CoRR Bailin Wang, Richard Shin, Xiaodong Liu, Oleksandr Polozov, Matthew Richardson
2018	J	`jnl`	FlashProfile: a framework for synthesizing data profiles. Proc. ACM Program. Lang. Saswat Padhi, Prateek Jain, Daniel Perelman, Oleksandr Polozov, Sumit Gulwani, Todd D. Millstein
2018	J	`jnl`	Generative Code Modeling with Graphs. CoRR Marc Brockschmidt, Miltiadis Allamanis, Alexander L. Gaunt, Oleksandr Polozov
2018	J	`jnl`	IncSQL: Training Incremental Text-to-SQL Parsers with Non-Deterministic Oracles. CoRR Tianze Shi, Kedar Tatwawadi, Kaushik Chakrabarti, Yi Mao, Oleksandr Polozov, Weizhu Chen
2018	—	`conf`	Neural-Guided Deductive Search for Real-Time Program Synthesis from Examples. ICLR (Poster) Ashwin Kalyan, Abhishek Mohta, Oleksandr Polozov, Dhruv Batra, Prateek Jain, Sumit Gulwani
2018	J	`jnl`	Neural-Guided Deductive Search for Real-Time Program Synthesis from Examples. CoRR Ashwin J. Vijayakumar, Abhishek Mohta, Oleksandr Polozov, Dhruv Batra, Prateek Jain, Sumit Gulwani
2017	—	`—`	A Framework for Mass-Market Inductive Program Synthesis Oleksandr Polozov
2017	J	`jnl`	FlashProfile: Interactive Synthesis of Syntactic Profiles. CoRR Saswat Padhi, Prateek Jain, Daniel Perelman, Oleksandr Polozov, Sumit Gulwani, Todd D. Millstein
2017	J	`jnl`	Interactive Program Synthesis. CoRR Vu Le, Daniel Perelman, Oleksandr Polozov, Mohammad Raza, Abhishek Udupa, Sumit Gulwani
2017	A*	`conf`	Learning syntactic program transformations from examples. ICSE Reudismam Rolim, Gustavo Soares, Loris D'Antoni, Oleksandr Polozov, Sumit Gulwani, Rohit Gheyi, Ryo Suzuki, Björn Hartmann
2017	J	`jnl`	Program Synthesis. Found. Trends Program. Lang. Sumit Gulwani, Oleksandr Polozov, Rishabh Singh
2016	J	`jnl`	Learning Syntactic Program Transformations from Examples. CoRR Reudismam Rolim de Sousa, Gustavo Soares, Loris D'Antoni, Oleksandr Polozov, Sumit Gulwani, Rohit Gheyi, Ryo Suzuki, Bjoern Hartmann
2015	A	`conf`	FlashMeta: a framework for inductive program synthesis. OOPSLA Oleksandr Polozov, Sumit Gulwani
2015	A*	`conf`	Personalized Mathematical Word Problem Generation. IJCAI Oleksandr Polozov, Eleanor O'Rourke, Adam M. Smith, Luke Zettlemoyer, Sumit Gulwani, Zoran Popovic
2015	A*	`conf`	User Interaction Models for Disambiguation in Programming by Example. UIST Mikaël Mayer, Gustavo Soares, Maxim Grechkin, Vu Le, Mark Marron, Oleksandr Polozov, Rishabh Singh, Benjamin G. Zorn, Sumit Gulwani
2014	A*	`conf`	LaSEWeb: automating search strategies over semi-structured web data. KDD Oleksandr Polozov, Sumit Gulwani