Alex Polozov
Publications by Year
Research Areas
Topic Modeling, Natural Language Processing Techniques, Software Engineering Research, Semantic Web and Ontologies, Parallel Computing and Optimization Techniques
Most-Cited Works
- → PaLM 2 Technical Report(2023)159 cited
- SCoRe: Pre-Training for Context Representation in Conversational Semantic Parsing(2021)
- Program Synthesis and Semantic Parsing with Learned Code Idioms(2019)
- Execution-Guided Neural Program Decoding(2018)
- → Natural Language to Code Generation in Interactive Data Science Notebooks(2022)3 cited
- → Grounding Data Science Code Generation with Input-Output Specifications(2024)2 cited
- Learning to Infer Run-Time Invariants from Source code(2021)
- Learning Web-based Procedures by Reasoning over Explanations and Demonstrations in Context(2020)