Sicilia, Anthony
- Verbalized Sampling: How to Mitigate Mode Collapse and Unlock LLM Diversity
2025/10/01 by Jiayi Zhang, Zhang, Jiayi, Simon C.H. Yu +12 · 14 voices · 12 citations
Immunology and Microbiology · #Biosimilars and Bioanalytical Methods #cs.AI #cs.CL
- Domain Adversarial Neural Networks for Domain Generalization: When It Works and How to Improve
2021/02/07 by Sicilia, Anthony, Zhao, Xingchen, Hwang, Seong Jae · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Accounting for Sycophancy in Language Model Uncertainty Estimation
2024/10/17 by Anthony Sicilia, Mert İnan, Sicilia, Anthony +3 · 6 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling
- Test-time Fourier Style Calibration for Domain Generalization
2022/05/13 by Zhao, Xingchen, Liu, Chang, Sicilia, Anthony +2 · 2 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- HumBEL: A Human-in-the-Loop Approach for Evaluating Demographic Factors of Language Models in Human-Machine Conversations
2023/05/23 by Sicilia, Anthony, Gates, Jennifer C., Alikhani, Malihe · 2 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- DeepHoops: Evaluating Micro-Actions in Basketball Using Deep Feature Representations of Spatio-Temporal Data
2019/02/21 by Sicilia, Anthony, Pelechrinis, Konstantinos, Goldsberry, Kirk · 1 citation
#Applications (stat.AP) #FOS: Computer and information sciences
- Robust White Matter Hyperintensity Segmentation on Unseen Domain
2021/02/12 by Zhao, Xingchen, Sicilia, Anthony, Minhas, Davneet +5 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- An Active Learning Framework for Inclusive Generation by Large Language Models
2024/10/17 by Sabit Hassan, Anthony Sicilia, Hassan, Sabit +3 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning
- Learning to Generate Equitable Text in Dialogue from Biased Training Data
2023/07/10 by Sicilia, Anthony, Alikhani, Malihe · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Contextual ASR Error Handling with LLMs Augmentation for Goal-Oriented Conversational AI
2025/01/10 by Yuya Asano, Asano, Yuya, Sabit Hassan +11 · 2 citations
Computer Science · Psychology · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Automation Interaction and Safety #Intelligent Tutoring Systems and Adaptive Learning #Speech and dialogue systems
- Active Learning for Robust and Representative LLM Generation in Safety-Critical Scenarios
2024/10/14 by Hassan, Sabit, Sicilia, Anthony, Alikhani, Malihe · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Generating Signed Language Instructions in Large-Scale Dialogue Systems
2024/10/17 by Mert İnan, İnan, Mert, Katherine Atwell +7 · 1 citation
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Hand Gesture Recognition Systems #Human-Computer Interaction (cs.HC) #Robotics and Automated Systems #Speech and dialogue systems
- Better Slow than Sorry: Introducing Positive Friction for Reliable Dialogue Systems
2025/01/28 by İnan, Mert, Sicilia, Anthony, Dey, Suvodip +6 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
- Deal, or no deal (or who knows)? Forecasting Uncertainty in Conversations using Large Language Models
2024/02/05 by Anthony Sicilia, Sicilia, Anthony, Hyunwoo Kim +7 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling