Polozov, Oleksandr

1. Programming Puzzles
   2021/06/10 by Tal Schuster, Schuster, Tal, Ashwin Kalyan +5 · 4 voices · 1 citation
   Computer Science · #Software Engineering Research #Software Testing and Debugging Techniques #Teaching and Learning Programming #cs.AI #cs.CL #cs.LG #cs.PL #cs.SE
2. PaLM: Scaling Language Modeling with Pathways
   2022/04/05 by Aakanksha Chowdhery, Chowdhery, Aakanksha, Sharan Narang +129 · 410 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
3. RAT-SQL: Relation-Aware Schema Encoding and Linking for Text-to-SQL Parsers
   2019/11/10 by Wang, Bailin, Shin, Richard, Liu, Xiaodong +2 · 46 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
4. Synchromesh: Reliable code generation from pre-trained language models
   2022/01/26 by Poesia, Gabriel, Polozov, Oleksandr, Le, Vu +4 · 15 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Programming Languages (cs.PL)
5. KaggleDBQA: Realistic Evaluation of Text-to-SQL Parsers
   2021/06/22 by Chia‐Hsuan Lee, Lee, Chia-Hsuan, Oleksandr Polozov +3 · 12 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Databases (cs.DB) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Programming Languages (cs.PL) #Topic Modeling
6. Neuro-Symbolic Visual Reasoning: Disentangling "Visual" from "Reasoning"
   2020/06/20 by Amizadeh, Saeed, Palangi, Hamid, Polozov, Oleksandr +2 · 4 citations
   #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE) #Symbolic Computation (cs.SC)
7. Robust Text-to-SQL Generation with Execution-Guided Decoding
   2018/07/09 by Wang, Chenglong, Tatwawadi, Kedar, Brockschmidt, Marc +4 · 3 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Programming Languages (cs.PL)
8. Learning Syntactic Program Transformations from Examples
   2016/08/31 by Rolim, Reudismam, Soares, Gustavo, D'Antoni, Loris +5 · 2 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Programming Languages (cs.PL) #Software Engineering (cs.SE)
9. Learning Math Reasoning from Self-Sampled Correct and Partially-Correct Solutions
   2022/05/28 by Ansong Ni, Jeevana Priya Inala, Ni, Ansong +11 · 3 citations
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Programming Languages (cs.PL) #Text Readability and Simplification #Topic Modeling
10. Generative Code Modeling with Graphs
    2018/05/22 by Marc Brockschmidt, Brockschmidt, Marc, Miltiadis Allamanis +5 · 2 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Natural Language Processing Techniques #Programming Languages (cs.PL) #Software Engineering Research #Topic Modeling
11. Neural-Guided Deductive Search for Real-Time Program Synthesis from Examples
    2018/04/03 by Ashwin Kalyan, Kalyan, Ashwin, Abhishek Mohta +9 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Parallel Computing and Optimization Techniques #Programming Languages (cs.PL) #Software Engineering Research
12. Interactive Program Synthesis
    2017/03/10 by Le, Vu, Perelman, Daniel, Polozov, Oleksandr +3 · 1 citation
    #FOS: Computer and information sciences #Programming Languages (cs.PL)
13. Program Synthesis and Semantic Parsing with Learned Code Idioms
    2019/06/26 by Shin, Richard, Allamanis, Miltiadis, Brockschmidt, Marc +1 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Programming Languages (cs.PL)