John Palowitch
11 papers · 2017–2025 · 6 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (37) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Topic Evolution
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Mega-Team Β· Squad
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Trend Setter
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Renaissance Researcher
(5)
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Century Club Β· Bronze
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The Questioner
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Research topics
Machine Learning
(10)
Artificial Intelligence
(6)
Deep Learning
(6)
Core AI
(5)
Core Methods
(5)
Data Science & Analytics
(4)
Natural Language Processing
(4)
Applications Β· Data Science & Analytics
(4)
Architectures
(3)
Learning Types Β· Deep Learning
(3)
Mathematics & Optimization
(2)
Application Areas
(2)
Applications Β· Natural Language Processing
(2)
Learning Types Β· Machine Learning
(2)
Mathematics
(2)
Keywords
large language model
(4)
community detection
(2)
graph neural network
(2)
transfer learning
(2)
spatial reasoning
(2)
stochastic block model
(2)
feature selection
(1)
graph clustering
(1)
zero-shot learning
(1)
natural language inference
(1)
data augmentation
(1)
temporal reasoning
(1)
text representation
(1)
graph generation
(1)
graph representation learning
(1)
privacy preserving
(1)
hypothesis testing
(1)
knowledge transfer
(1)
network analysis
(1)
graph theory
(1)
Papers
BIG-Bench Extra Hard
ACL 2025
Entailed Between the Lines: Incorporating Implication into NLI
ACL 2025
Test of Time: A Benchmark for Evaluating LLMs on Temporal Reasoning
ICLR 2025
Into the Unknown: Generating Geospatial Descriptions for New Environments
ACL 2024
Where Do We Go From Here? Multi-scale Allocentric Relational Inferencefrom Natural Spatial Descriptions
EACL 2024
Finding Groups of Cross-Correlated Features in Bi-View Data
JMLR 2023
Graph Clustering with Graph Neural Networks
JMLR 2023
Graph Generative Model for Benchmarking Graph Neural Networks
ICML 2023
Zero-shot Transfer Learning within a Heterogeneous Graph via Knowledge Transfer Networks
NeurIPS 2022
Significance-based community detection in weighted networks
JMLR 2018
Community Extraction in Multilayer Networks with Heterogeneous Community Structure
JMLR 2017