Mycal Tucker
8 papers · 2021–2024 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(19)
❓
The Questioner
(2)
Venues
Top co-authors
Research topics
Artificial Intelligence
(6)
Core AI
(5)
Machine Learning
(3)
Core Methods
(3)
Deep Learning
(1)
Interdisciplinary
(1)
Natural Language Processing
(1)
Reinforcement Learning
(1)
Application Areas
(1)
Cognitive Science
(1)
Generation
(1)
Learning Paradigms
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Linguistics
(1)
Keywords
emergent communication
(3)
neural network
(2)
multi-agent reinforcement learning
(2)
causal inference
(1)
reinforcement learning
(1)
variational inference
(1)
syntactic analysis
(1)
hierarchical classification
(1)
neural network probing
(1)
utility optimization
(1)
fair classification
(1)
prototype-based classification
(1)
latent representation
(1)
semantic embedding
(1)
discrete representation
(1)
language model
(1)
causal analysis
(1)
word embedding
(1)
information bottleneck
(1)
representation learning
(1)
Papers
Bridging semantics and pragmatics in information-theoretic emergent communication
NeurIPS 2024
Human-Guided Complexity-Controlled Abstractions
NeurIPS 2023
Towards Interpretable Deep Reinforcement Learning with Human-Friendly Prototypes
ICLR 2023
Prototype Based Classification from Hierarchy to Fairness
ICML 2022
Trading off Utility, Informativeness, and Complexity in Emergent Communication
NeurIPS 2022
When Does Syntax Mediate Neural Language Model Performance? Evidence from Dropout Probes
NAACL 2022
Emergent Discrete Communication in Semantic Spaces
NeurIPS 2021
What if This Modified That? Syntactic Interventions with Counterfactual Embeddings
ACL 2021