Oleksandr Polozov
9 papers · 2015–2023 · 5 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (23) π Conference Polyglot Β· Silver
π₯
Mega-Team Β· Legion
π§
Keyword Pioneer
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Conference Pioneer
Top co-authors
Research topics
Natural Language Processing
(6)
Artificial Intelligence
(5)
Applications
(4)
Deep Learning
(3)
Machine Learning
(3)
Learning Paradigms
(3)
Learning Types Β· Machine Learning
(3)
Architectures
(2)
Core AI
(2)
Generation
(2)
Models
(2)
Resources & Methods
(2)
Learning Types Β· Deep Learning
(1)
Understanding
(1)
Keywords
semantic parsing
(4)
program synthesis
(2)
structured prediction
(1)
weakly supervised learning
(1)
question answering
(1)
supervised learning
(1)
code generation
(1)
database question answering
(1)
message passing
(1)
natural language
(1)
domain knowledge
(1)
recurrent neural network
(1)
zero-shot generalization
(1)
few-shot prompting
(1)
natural language explanation
(1)
inverse semantics
(1)
procedural learning
(1)
text-to-sql parsing
(1)
cross-domain evaluation
(1)
natural language interface
(1)
Papers
Natural Language to Code Generation in Interactive Data Science Notebooks
ACL 2023
PaLM: Scaling Language Modeling with Pathways
JMLR 2023
KaggleDBQA: Realistic Evaluation of Text-to-SQL Parsers
ACL 2021
Structure-Grounded Pretraining for Text-to-SQL
NAACL 2021
Learning Web-based Procedures by Reasoning over Explanations and Demonstrations in Context
ACL 2020
RAT-SQL: Relation-Aware Schema Encoding and Linking for Text-to-SQL Parsers
ACL 2020
Generative Code Modeling with Graphs
ICLR 2019
Neural-Guided Deductive Search for Real-Time Program Synthesis from Examples
ICLR 2018
Personalized Mathematical Word Problem Generation
IJCAI 2015