Leo Gao
5 papers · 2022–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(17)
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Mega-Team · Squad
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Keyword Pioneer
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Research topics
Artificial Intelligence
(3)
Deep Learning
(3)
Machine Learning
(3)
Core AI
(3)
Learning Types · Machine Learning
(3)
Learning Types · Deep Learning
(2)
Natural Language Processing
(1)
Reinforcement Learning
(1)
Architectures
(1)
Core Methods
(1)
Generation
(1)
Methods
(1)
Models
(1)
Optimization & Theory
(1)
Resources & Methods
(1)
Keywords
large language model
(2)
reinforcement learning
(1)
multi-task learning
(1)
feature extraction
(1)
weak supervision
(1)
reinforcement learning from human feedback
(1)
human feedback
(1)
synthetic data
(1)
reward model
(1)
pre-trained model
(1)
scaling law
(1)
zero-shot generalization
(1)
sparse autoencoder
(1)
model weight
(1)
dense model
(1)
interpretable feature
(1)
encoder-decoder model
(1)
autoregressive language model
(1)
open-source model
(1)
reward model overoptimization
(1)
Papers
Scaling and evaluating sparse autoencoders
ICLR 2025
Weak-to-Strong Generalization: Eliciting Strong Capabilities With Weak Supervision
ICML 2024
Scaling Laws for Reward Model Overoptimization
ICML 2023
GPT-NeoX-20B: An Open-Source Autoregressive Language Model
ACL 2022
Multitask Prompted Training Enables Zero-Shot Task Generalization
ICLR 2022