Ian Foster
6 papers · 2023–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5) π Cross-Pollinator (5) π Renaissance Researcher (6)
πΊοΈ
Taxonomy Completionist
(18)
π£
Hot Topic Early Bird
Conferences
NIPS (2)
ACL (1)
EMNLP (1)
ICLR (1)
MLHC (1)
Top co-authors
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)
deep learning
(1)
time series
(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)
transformer language model
(1)
annotation pipeline
(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
NIPS 2024
WordScape: a Pipeline to extract multilingual, visually rich Documents with Layout Annotations from Web Crawl Data
NIPS 2023
The Diminishing Returns of Masked Language Models to Science
ACL 2023
Memory Injections: Correcting Multi-Hop Reasoning Failures During Inference in Transformer-Based Language Models
EMNLP 2023