Andrew Dai
9 papers · 2011–2024 · 8 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Academic Marathon Β· Half π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (24)
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Mega-Team Β· Squad
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Renaissance Researcher
(5)
Top co-authors
Research topics
Machine Learning
(6)
Artificial Intelligence
(4)
Deep Learning
(4)
Learning Types Β· Deep Learning
(4)
Architectures
(3)
Core AI
(3)
Optimization & Theory
(3)
Core Methods
(2)
Learning Types Β· Machine Learning
(2)
Healthcare & Medicine
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Reinforcement Learning
(1)
Applications
(1)
Clinical
(1)
Keywords
unsupervised learning
(2)
sequence modeling
(1)
electronic health record
(1)
few-shot learning
(1)
dialogue generation
(1)
text generation
(1)
hierarchical representation
(1)
recurrent neural network
(1)
language model
(1)
instruction fine-tuning
(1)
evolutionary algorithm
(1)
backpropagation through time
(1)
systematic generalization
(1)
model scaling
(1)
reinforcement learning
(1)
ai feedback
(1)
hyperbolic embedding
(1)
word embedding
(1)
graph convolutional network
(1)
representation learning
(1)
Papers
Quality-Diversity through AI Feedback
ICLR 2024
Scaling Instruction-Finetuned Language Models
JMLR 2024
Compositionality and Capacity in Emergent Languages
ACL 2020
Learning the Graphical Structure of Electronic Health Records with Graph Convolutional Transformer
AAAI 2020
AirDialogue: An Environment for Goal-Oriented Dialogue Research
EMNLP 2018
Embedding Text in Hyperbolic Spaces
NAACL 2018
Learning Longer-term Dependencies in RNNs with Auxiliary Losses
ICML 2018
Generating Sentences from a Continuous Space
CoNLL 2016
Language-independent compound splitting with morphological operations
ACL 2011