Oleksandr Polozov
10 papers · 2015–2023 · 6 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (6) π Academic Marathon (8) π§ Keyword Pioneer π Interdisciplinary Bridge π Cross-Pollinator (9)
πΊοΈ
Taxonomy Completionist
(22)
π§
Keyword Pioneer
π₯
Mega-Team
(67)
π
Trend Setter
π
Conference Pioneer
π
Century Club
(10)
Conferences
ACL (4)
ICLR (2)
IJCAI (1)
IJCNLP (1)
JMLR (1)
NAACL (1)
Top co-authors
Keywords
semantic parsing
(5)
zero-shot generalization
(2)
text-to-sql parsing
(2)
cross-domain evaluation
(2)
database question answering
(2)
domain knowledge
(2)
program synthesis
(1)
sql generation
(1)
natural language
(1)
few-shot prompting
(1)
natural language explanation
(1)
inverse semantics
(1)
procedural learning
(1)
natural language interface
(1)
code language model
(1)
multi-step reasoning
(1)
web navigation
(1)
schema linking
(1)
natural language querying
(1)
schema encoding
(1)
Papers
PaLM: Scaling Language Modeling with Pathways
JMLR 2023
Natural Language to Code Generation in Interactive Data Science Notebooks
ACL 2023
KaggleDBQA: Realistic Evaluation of Text-to-SQL Parsers
IJCNLP 2021
KaggleDBQA: Realistic Evaluation of Text-to-SQL Parsers
ACL 2021
Structure-Grounded Pretraining for Text-to-SQL
NAACL 2021
RAT-SQL: Relation-Aware Schema Encoding and Linking for Text-to-SQL Parsers
ACL 2020
Learning Web-based Procedures by Reasoning over Explanations and Demonstrations in Context
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