Francis Alexander
4 papers · 2021–2024 · 4 conferences · across top CS/AI conferences
Achievements
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🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🌍
Conference Polyglot
(4)
🐝
Cross-Pollinator
(12)
Conferences
ACL (1)
ICLR (1)
NIPS (1)
UAI (1)
Top co-authors
Keywords
knowledge extraction
(1)
information extraction
(1)
gene regulation
(1)
gaussian process classification
(1)
biomedical text
(1)
query synthesis
(1)
pool-based active learning
(1)
biomedical text mining
(1)
protein interaction
(1)
pathway knowledge
(1)
biological relation recognition
(1)
error reduction
(1)
biomedical information extraction
(1)
large language model
(1)
Papers
Multi-fidelity Bayesian Optimization with Multiple Information Sources of Input-dependent Fidelity
UAI 2024
Automated Extraction of Molecular Interactions and Pathway Knowledge using Large Language Model, Galactica: Opportunities and Challenges
ACL 2023
Efficient Active Learning for Gaussian Process Classification by Error Reduction
NIPS 2021
Uncertainty-aware Active Learning for Optimal Bayesian Classifier
ICLR 2021