Michele Catasta
6 papers · 2019–2023 · 6 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (6) π Renaissance Researcher (6) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (13)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π₯
Mega-Team
(67)
Conferences
ACL (1)
ICLR (1)
ICML (1)
IJCAI (1)
JMLR (1)
NIPS (1)
Top co-authors
Keywords
large language model
(2)
few-shot learning
(1)
code generation
(1)
out-of-distribution generalization
(1)
graph embedding
(1)
natural language
(1)
low-resource language
(1)
knowledge graph
(1)
benchmark dataset
(1)
language model
(1)
node classification
(1)
graph machine learning
(1)
event prediction
(1)
few-shot prompting
(1)
code translation
(1)
code language model
(1)
programming language
(1)
low resource language
(1)
execution-based evaluation
(1)
multi-step reasoning
(1)
Papers
Natural Language to Code Generation in Interactive Data Science Notebooks
ACL 2023
Measuring the Impact of Programming Language Distribution
ICML 2023
PaLM: Scaling Language Modeling with Pathways
JMLR 2023
Language-Agnostic Representation Learning of Source Code from Structure and Context
ICLR 2021
Open Graph Benchmark: Datasets for Machine Learning on Graphs
NIPS 2020
SAGE: A Hybrid Geopolitical Event Forecasting System
IJCAI 2019