Mycal Tucker
9 papers · 2021–2024 · 6 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (11) π§ Keyword Pioneer π Conference Polyglot (6) πΊοΈ Taxonomy Completionist (19) π Renaissance Researcher (6)
π
Interdisciplinary Bridge
β
The Questioner
(3)
Conferences
NIPS (4)
ACL (1)
ICLR (1)
ICML (1)
IJCNLP (1)
NAACL (1)
Top co-authors
Keywords
emergent communication
(3)
multi-agent reinforcement learning
(2)
neural network
(2)
representation learning
(1)
reinforcement learning
(1)
variational inference
(1)
information bottleneck
(1)
hierarchical classification
(1)
syntactic analysis
(1)
utility optimization
(1)
fair classification
(1)
prototype-based classification
(1)
latent representation
(1)
semantic embedding
(1)
language model
(1)
discrete representation
(1)
causal analysis
(1)
word embedding
(1)
neural network probing
(1)
syntax representation
(1)
Papers
Bridging semantics and pragmatics in information-theoretic emergent communication
NIPS 2024
Human-Guided Complexity-Controlled Abstractions
NIPS 2023
Towards Interpretable Deep Reinforcement Learning with Human-Friendly Prototypes
ICLR 2023
Prototype Based Classification from Hierarchy to Fairness
ICML 2022
When Does Syntax Mediate Neural Language Model Performance? Evidence from Dropout Probes
NAACL 2022
Trading off Utility, Informativeness, and Complexity in Emergent Communication
NIPS 2022
What if This Modified That? Syntactic Interventions with Counterfactual Embeddings
ACL 2021
Emergent Discrete Communication in Semantic Spaces
NIPS 2021
What if This Modified That? Syntactic Interventions with Counterfactual Embeddings
IJCNLP 2021