Anthony Sicilia

According to our database, Anthony Sicilia authored at least 15 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Deal, or no deal (or who knows)? Forecasting Uncertainty in Conversations using Large Language Models.

Anthony Sicilia, Hyunwoo Kim, Khyathi Raghavi Chandu, Malihe Alikhani, Jack Hessel

CoRR, 2024

HumBEL: A Human-in-the-Loop Approach for Evaluating Demographic Factors of Language Models in Human-Machine Conversations.

Anthony Sicilia, Jennifer C. Gates, Malihe Alikhani

Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024

2023

Domain adversarial neural networks for domain generalization: when it works and how to improve.

Anthony Sicilia, Xingchen Zhao, Seong Jae Hwang

Mach. Learn., July, 2023

How Old is GPT?: The HumBEL Framework for Evaluating Language Models using Human Demographic Data.

Anthony Sicilia, Jennifer C. Gates, Malihe Alikhani

CoRR, 2023

Learning to Generate Equitable Text in Dialogue from Biased Training Data.

Anthony Sicilia, Malihe Alikhani

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

Modeling Non-Cooperative Dialogue: Theoretical and Empirical Insights.

Anthony Sicilia, Tristan Maidment, Pat Healy, Malihe Alikhani

Trans. Assoc. Comput. Linguistics, 2022

PAC-Bayesian domain adaptation bounds for multiclass learners.

Anthony Sicilia, Katherine Atwell, Malihe Alikhani, Seong Jae Hwang

Proceedings of the Uncertainty in Artificial Intelligence, 2022

LEATHER: A Framework for Learning to Generate Human-like Text in Dialogue.

Anthony Sicilia, Malihe Alikhani

Proceedings of the Findings of the Association for Computational Linguistics: AACL-IJCNLP 2022, 2022

Test-time Fourier Style Calibration for Domain Generalization.

Xingchen Zhao, Chang Liu, Anthony Sicilia, Seong Jae Hwang, Yun Fu

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

The Change that Matters in Discourse Parsing: Estimating the Impact of Domain Shift on Parser Error.

Katherine Atwell, Anthony Sicilia, Seong Jae Hwang, Malihe Alikhani

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

2021

PAC Bayesian Performance Guarantees for Deep (Stochastic) Networks in Medical Imaging.

Anthony Sicilia, Xingchen Zhao, Anastasia Sosnovskikh, Seong Jae Hwang

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Robust White Matter Hyperintensity Segmentation On Unseen Domain.

Xingchen Zhao, Anthony Sicilia, Davneet S. Minhas, Erin O'Connor, Howard J. Aizenstein, William E. Klunk, Dana L. Tudorascu, Seong Jae Hwang

Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

Multi-Domain Learning By Meta-Learning: Taking Optimal Steps In Multi-Domain Loss Landscapes By Inner-Loop Learning.

Anthony Sicilia, Xingchen Zhao, Davneet S. Minhas, Erin O'Connor, Howard J. Aizenstein, William E. Klunk, Dana L. Tudorascu, Seong Jae Hwang

Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

2019

DeepHoops: Evaluating Micro-Actions in Basketball Using Deep Feature Representations of Spatio-Temporal Data.

Anthony Sicilia, Konstantinos Pelechrinis, Kirk Goldsberry

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

2018

PittGrub: A Frustration-Free System to Reduce Food Waste by Notifying Hungry College Students.

Mark Silvis, Anthony Sicilia, Alexandros Labrinidis

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018