Mycal Tucker

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 23

Top Topics

Natural Language

Semantic Representation

Top Venues

IEEE Trans. Cogn. Dev. Syst.

Publications

Lindsay Sanneman, Mycal Tucker, Julie A. Shah
An Information Bottleneck Characterization of the Understanding-Workload Tradeoff in Human-Centered Explainable AI. FAccT (2024)
Andi Peng, Mycal Tucker, Eoin M. Kenny, Noga Zaslavsky, Pulkit Agrawal, Julie Shah
Human-Guided Complexity-Controlled Abstractions. CoRR (2023)
Seth Karten, Mycal Tucker, Siva Kailas, Katia P. Sycara
Towards True Lossless Sparse Communication in Multi-Agent Systems. ICRA (2023)
Lindsay Sanneman, Mycal Tucker, Julie Shah
An Information Bottleneck Characterization of the Understanding-Workload Tradeoff. CoRR (2023)
Andi Peng, Mycal Tucker, Eoin M. Kenny, Noga Zaslavsky, Pulkit Agrawal, Julie A. Shah
Human-Guided Complexity-Controlled Abstractions. NeurIPS (2023)
Seth Karten, Mycal Tucker, Huao Li, Siva Kailas, Michael Lewis, Katia P. Sycara
Interpretable Learned Emergent Communication for Human-Agent Teams. IEEE Trans. Cogn. Dev. Syst. 15 (4) (2023)
Eoin M. Kenny, Mycal Tucker, Julie Shah
Towards Interpretable Deep Reinforcement Learning with Human-Friendly Prototypes. ICLR (2023)
Mycal Tucker, William Kuhl, Khizer Shahid, Seth Karten, Katia P. Sycara, Julie Shah
Probe-Based Interventions for Modifying Agent Behavior. CoRR (2022)
Mycal Tucker, Yilun Zhou, Julie A. Shah
Latent Space Alignment Using Adversarially Guided Self-Play. Int. J. Hum. Comput. Interact. 38 (18-20) (2022)
Mycal Tucker, Julie A. Shah
Prototype Based Classification from Hierarchy to Fairness. ICML (2022)
Seth Karten, Mycal Tucker, Siva Kailas, Katia P. Sycara
Towards True Lossless Sparse Communication in Multi-Agent Systems. CoRR (2022)
Mycal Tucker, Julie Shah, Roger Levy, Noga Zaslavsky
Towards Human-Agent Communication via the Information Bottleneck Principle. CoRR (2022)
Mycal Tucker, Julie Shah
Prototype Based Classification from Hierarchy to Fairness. CoRR (2022)
Mycal Tucker, Tiwalayo Eisape, Peng Qian, Roger Levy, Julie Shah
When Does Syntax Mediate Neural Language Model Performance? Evidence from Dropout Probes. CoRR (2022)
Mycal Tucker, Roger Levy, Julie A. Shah, Noga Zaslavsky
Trading off Utility, Informativeness, and Complexity in Emergent Communication. NeurIPS (2022)
Mycal Tucker, Tiwalayo Eisape, Peng Qian, Roger Levy, Julie Shah
When Does Syntax Mediate Neural Language Model Performance? Evidence from Dropout Probes. NAACL-HLT (2022)
Seth Karten, Siddharth Agrawal, Mycal Tucker, Dana Hughes, Michael Lewis, Julie Shah, Katia P. Sycara
The Enforcers: Consistent Sparse-Discrete Methods for Constraining Informative Emergent Communication. CoRR (2022)
Mycal Tucker, Peng Qian, Roger Levy
What if This Modified That? Syntactic Interventions with Counterfactual Embeddings. ACL/IJCNLP (Findings) (2021)
Mycal Tucker, Peng Qian, Roger Levy
What if This Modified That? Syntactic Interventions via Counterfactual Embeddings. CoRR (2021)
Mycal Tucker, Huao Li, Siddharth Agrawal, Dana Hughes, Katia P. Sycara, Michael Lewis, Julie Shah
Emergent Discrete Communication in Semantic Spaces. CoRR (2021)
Mycal Tucker, Huao Li, Siddharth Agrawal, Dana Hughes, Katia P. Sycara, Michael Lewis, Julie A. Shah
Emergent Discrete Communication in Semantic Spaces. NeurIPS (2021)
Mycal Tucker, Yilun Zhou, Julie Shah
Adversarially Guided Self-Play for Adopting Social Conventions. CoRR (2020)
Mycal Tucker, Derya Aksaray, Rohan Paul, Gregory J. Stein, Nicholas Roy
Learning Unknown Groundings for Natural Language Interaction with Mobile Robots. ISRR (2017)