PittGrub: A Frustration-Free System to Reduce Food Waste by Notifying Hungry College Students. - Mark Silvis; Anthony Sicilia; Alexandros Labrinidis (KDD, 2018)

DeepHoops: Evaluating Micro-Actions in Basketball Using Deep Feature Representations of Spatio-Temporal Data. - Anthony Sicilia; Konstantinos Pelechrinis; Kirk Goldsberry (KDD, 2019)

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 (ISBI, 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 (ISBI, 2021)

PAC Bayesian Performance Guarantees for Deep (Stochastic) Networks in Medical Imaging. - Anthony Sicilia; Xingchen Zhao; Anastasia Sosnovskikh; Seong Jae Hwang (MICCAI (3), 2021)

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 (ACL (Findings), 2022)

Test-time Fourier Style Calibration for Domain Generalization. - Xingchen Zhao; Chang Liu 022; Anthony Sicilia; Seong Jae Hwang; Yun Fu 001 (IJCAI, 2022)

LEATHER: A Framework for Learning to Generate Human-like Text in Dialogue. - Anthony Sicilia; Malihe Alikhani (AACL/IJCNLP (Findings), 2022)

PAC-Bayesian domain adaptation bounds for multiclass learners. - Anthony Sicilia; Katherine Atwell; Malihe Alikhani; Seong Jae Hwang (UAI, 2022)

Modeling Non-Cooperative Dialogue: Theoretical and Empirical Insights. - Anthony Sicilia; Tristan Maidment; Pat Healy; Malihe Alikhani (Trans. Assoc. Comput. Linguistics, 2022)

Learning to Generate Equitable Text in Dialogue from Biased Training Data. - Anthony Sicilia; Malihe Alikhani (ACL (1), 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)

Domain adversarial neural networks for domain generalization: when it works and how to improve. - Anthony Sicilia; Xingchen Zhao; Seong Jae Hwang (Mach. Learn., 2023)

Deal, or no deal (or who knows)? Forecasting Uncertainty in Conversations using Large Language Models. - Anthony Sicilia; Hyunwoo Kim 002; Khyathi Raghavi Chandu; Malihe Alikhani; Jack Hessel (ACL (Findings), 2024)

Combining Discourse Coherence with Large Language Models for More Inclusive, Equitable, and Robust Task-Oriented Dialogue. - Katherine Atwell; Mert Inan; Anthony B. Sicilia; Malihe Alikhani (LREC/COLING, 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 (EACL (1), 2024)

Generating Signed Language Instructions in Large-Scale Dialogue Systems. - Mert Inan; Katherine Atwell; Anthony Sicilia; Lorna C. Quandt; Malihe Alikhani (NAACL (Industry Track), 2024)

Evaluating Theory of (an uncertain) Mind: Predicting the Uncertain Beliefs of Others in Conversation Forecasting. - Anthony Sicilia; Malihe Alikhani (CoRR, 2024)

Active Learning for Robust and Representative LLM Generation in Safety-Critical Scenarios. - Sabit Hassan; Anthony Sicilia; Malihe Alikhani (CoRR, 2024)

Eliciting Uncertainty in Chain-of-Thought to Mitigate Bias against Forecasting Harmful User Behaviors. - Anthony Sicilia; Malihe Alikhani (CoRR, 2024)

SignAlignLM: Integrating Multimodal Sign Language Processing into Large Language Models. - Mert Inan; Anthony Sicilia; Malihe Alikhani (ACL (Findings), 2025)

Evaluating Theory of (an uncertain) Mind: Predicting the Uncertain Beliefs of Others from Conversational Cues. - Anthony B. Sicilia; Malihe Alikhani (ACL (1), 2025)

Contextual ASR Error Handling with LLMs Augmentation for Goal-Oriented Conversational AI. - Yuya Asano; Sabit Hassan; Paras Sharma; Anthony B. Sicilia; Katherine Atwell; Diane J. Litman; Malihe Alikhani (COLING (Industry), 2025)

An Active Learning Framework for Inclusive Generation by Large Language Models. - Sabit Hassan; Anthony B. Sicilia; Malihe Alikhani (COLING, 2025)

Accounting for Sycophancy in Language Model Uncertainty Estimation. - Anthony Sicilia; Mert Inan; Malihe Alikhani (NAACL (Findings), 2025)

Better Slow than Sorry: Introducing Positive Friction for Reliable Dialogue Systems. - Mert Inan; Anthony Sicilia; Suvodip Dey; Vardhan Dongre; Tejas Srinivasan; Jesse Thomason; Gökhan Tür; Dilek Hakkani-Tür; Malihe Alikhani (CoRR, 2025)