Emily Cheng
4 papers · 2023–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(11)
Top co-authors
Research topics
Machine Learning
(4)
Core Methods
(3)
Artificial Intelligence
(2)
Natural Language Processing
(2)
Core AI
(2)
Optimization & Theory
(2)
Resources & Methods
(2)
Deep Learning
(1)
Mathematics & Optimization
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Mathematics
(1)
Models
(1)
Keywords
language model
(3)
representation learning
(3)
geometric analysis
(2)
intrinsic dimension
(2)
emergent communication
(1)
neural agent
(1)
linguistic abstraction
(1)
neural network
(1)
multi-agent system
(1)
information theory
(1)
language game
(1)
imitation learning
(1)
semantic analysis
(1)
intrinsic dimensionality
(1)
Papers
Emergence of a High-Dimensional Abstraction Phase in Language Transformers
ICLR 2025
Geometric Signatures of Compositionality Across a Language Model’s Lifetime
ACL 2025
Bridging Information-Theoretic and Geometric Compression in Language Models
EMNLP 2023
On the Correspondence between Compositionality and Imitation in Emergent Neural Communication
ACL 2023