| 2026 | ACL | Dialogue is the Plan: From Interface to Joint Action in Agentic AI. | Mert Inan, Malihe Alikhani, Anthony Sicilia |
| 2025 | ACL | SignAlignLM: Integrating Multimodal Sign Language Processing into Large Language Models. | Mert Inan, Anthony Sicilia, Malihe Alikhani |
| 2025 | EMNLP | Identifying & Interactively Refining Ambiguous User Goals for Data Visualization Code Generation. | Mert Inan, Anthony Sicilia, Alex Xie, Saujas Vaduguru, Daniel Fried, Malihe Alikhani |
| 2025 | EMNLP | Adaptive Platt Scaling with Causal Interpretations for Self-Reflective Language Model Uncertainty Estimates. | Anthony Sicilia, Malihe Alikhani |
| 2025 | NAACL | Accounting for Sycophancy in Language Model Uncertainty Estimation. | Anthony Sicilia, Mert Inan, Malihe Alikhani |
| 2024 | ACL | 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 |
| 2024 | EACL | 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 |
| 2024 | NAACL | Generating Signed Language Instructions in Large-Scale Dialogue Systems. | Mert Inan, Katherine Atwell, Anthony Sicilia, Lorna C. Quandt, Malihe Alikhani |
| 2023 | ACL | Learning to Generate Equitable Text in Dialogue from Biased Training Data. | Anthony Sicilia, Malihe Alikhani |
| 2022 | ACL | 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 |
| 2022 | IJCAI | Test-time Fourier Style Calibration for Domain Generalization. | Xingchen Zhao, Chang Liu, Anthony Sicilia, Seong Jae Hwang, Yun Fu |
| 2022 | IJCNLP | LEATHER: A Framework for Learning to Generate Human-like Text in Dialogue. | Anthony Sicilia, Malihe Alikhani |
| 2022 | UAI | PAC-Bayesian domain adaptation bounds for multiclass learners. | Anthony Sicilia, Katherine Atwell, Malihe Alikhani, Seong Jae Hwang |
| 2021 | MICCAI | PAC Bayesian Performance Guarantees for Deep (Stochastic) Networks in Medical Imaging. | Anthony Sicilia, Xingchen Zhao, Anastasia Sosnovskikh, Seong Jae Hwang |
| 2019 | KDD | DeepHoops: Evaluating Micro-Actions in Basketball Using Deep Feature Representations of Spatio-Temporal Data. | Anthony Sicilia, Konstantinos Pelechrinis, Kirk Goldsberry |
| 2018 | KDD | PittGrub: A Frustration-Free System to Reduce Food Waste by Notifying Hungry College Students. | Mark Silvis, Anthony Sicilia, Alexandros Labrinidis |