Michele Catasta
6 papers · 2019–2023 · 6 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver π Conference Polyglot Β· Silver πΊοΈ Taxonomy Completionist (16) π£ Hot Topic Early Bird π₯ Mega-Team Β· Legion
π
Renaissance Researcher
(5)
π
Trend Setter
Top co-authors
Research topics
Artificial Intelligence
(3)
Machine Learning
(2)
Natural Language Processing
(2)
Core AI
(2)
Generation
(2)
Computer Science
(1)
Data Science & Analytics
(1)
Deep Learning
(1)
Knowledge & Reasoning
(1)
Application Areas
(1)
Applications
(1)
Core Methods
(1)
Learning Paradigms
(1)
Learning Types
(1)
Methods
(1)
Keywords
large language model
(2)
link prediction
(1)
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)
multilingual learning
(1)
code language model
(1)
programming language
(1)
code summarization
(1)
Papers
Measuring the Impact of Programming Language Distribution
ICML 2023
Natural Language to Code Generation in Interactive Data Science Notebooks
ACL 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
NeurIPS 2020
SAGE: A Hybrid Geopolitical Event Forecasting System
IJCAI 2019