Ian Foster
6 papers · 2023–2025 · 5 venues · across top CS/AI venues
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Achievements
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Taxonomy Completionist
(21)
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Hot Topic Early Bird
Venues
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Research topics
Artificial Intelligence
(5)
Core AI
(5)
Machine Learning
(4)
Application Areas
(3)
Deep Learning
(2)
Natural Language Processing
(2)
Applications
(2)
Architectures
(2)
Learning Types
(2)
Optimization & Theory
(2)
Resources & Methods
(2)
Computer Vision
(1)
Data Science & Analytics
(1)
Methods
(1)
Models
(1)
Keywords
transformer model
(2)
attention mechanism
(1)
multilingual nlp
(1)
information extraction
(1)
data annotation
(1)
masked language model
(1)
document understanding
(1)
web corpus
(1)
machine unlearning
(1)
deep learning
(1)
time series
(1)
language model
(1)
attention head
(1)
model scaling
(1)
weather forecasting
(1)
transformer neural network
(1)
medium-range forecast
(1)
forecast accuracy
(1)
randomized dynamics forecast
(1)
multi-hop reasoning
(1)
Papers
Mitigating Memorization in Language Models
ICLR 2025
ScaffoldGPT: A Scaffold-based GPT Model for Drug Optimization
MLHC 2025
Scaling transformer neural networks for skillful and reliable medium-range weather forecasting
NeurIPS 2024
Memory Injections: Correcting Multi-Hop Reasoning Failures During Inference in Transformer-Based Language Models
EMNLP 2023
The Diminishing Returns of Masked Language Models to Science
ACL 2023
WordScape: a Pipeline to extract multilingual, visually rich Documents with Layout Annotations from Web Crawl Data
NeurIPS 2023