Aidan Clark
7 papers · 2016–2022 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Academic Marathon (6) π£ Hot Topic Early Bird
π
Cross-Pollinator
(14)
π
Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(14)
π₯
Mega-Team
(28)
Conferences
ICML (3)
ICLR (2)
ACL (1)
NIPS (1)
Top co-authors
Keywords
scaling law
(2)
sequence modeling
(1)
reinforcement learning
(1)
multi-task learning
(1)
policy gradient
(1)
question answering
(1)
document retrieval
(1)
mixture of expert
(1)
model scaling
(1)
parameter efficiency
(1)
token scaling
(1)
knowledge-intensive task
(1)
routing network
(1)
retrieval-augmented language model
(1)
gated transformer
(1)
memory environment
(1)
large language model
(1)
transformer model
(1)
compute-optimal training
(1)
transformer architecture
(1)
Papers
An empirical analysis of compute-optimal large language model training
NIPS 2022
Unified Scaling Laws for Routed Language Models
ICML 2022
Improving Language Models by Retrieving from Trillions of Tokens
ICML 2022
V-MPO: On-Policy Maximum a Posteriori Policy Optimization for Discrete and Continuous Control
ICLR 2020
High Fidelity Speech Synthesis with Adversarial Networks
ICLR 2020
Stabilizing Transformers for Reinforcement Learning
ICML 2020
Unsupervised Authorial Clustering Based on Syntactic Structure
ACL 2016