Jacob Beck
9 papers · 2020–2025 · 7 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (7) π Academic Marathon (5) π Renaissance Researcher (7) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (20)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Cross-Pollinator
(14)
Conferences
ICLR (2)
ICML (2)
ACL (1)
CORL (1)
EACL (1)
EMNLP (1)
NIPS (1)
Top co-authors
Keywords
meta-reinforcement learning
(2)
training datum
(2)
information extraction
(1)
bert model
(1)
continuous control
(1)
zero-shot generalization
(1)
task distribution
(1)
data quality
(1)
policy generalization
(1)
retrieval-augmented generation
(1)
annotation quality
(1)
model performance
(1)
human annotation
(1)
bert fine-tuning
(1)
hate speech detection
(1)
recurrent network
(1)
annotator bia
(1)
hate speech classification
(1)
order effect
(1)
annotator sensitivity
(1)
Papers
Metalic: Meta-Learning In-Context with Protein Language Models
ICLR 2025
Distilling Morphology-Conditioned Hypernetworks for Efficient Universal Morphology Control
ICML 2024
Informing climate risk analysis using textual information - A research agenda
ACL 2024
Order Effects in Annotation Tasks: Further Evidence of Annotation Sensitivity
EACL 2024
Annotation Sensitivity: Training Data Collection Methods Affect Model Performance
EMNLP 2023
Recurrent Hypernetworks are Surprisingly Strong in Meta-RL
NIPS 2023
Universal Morphology Control via Contextual Modulation
ICML 2023
Hypernetworks in Meta-Reinforcement Learning
CORL 2022
AMRL: Aggregated Memory For Reinforcement Learning
ICLR 2020