Anthony Sicilia

1. Verbalized Sampling: How to Mitigate Mode Collapse and Unlock LLM Diversity
   2025/10/01 by Jiayi Zhang, Zhang, Jiayi, Simon Yu +12 · 14 voices · 12 citations
   Immunology and Microbiology · #Biosimilars and Bioanalytical Methods #cs.AI #cs.CL
2. Accounting for Sycophancy in Language Model Uncertainty Estimation
   2024/10/17 by Anthony Sicilia, Mert İnan, Sicilia, Anthony +3 · 7 citations
   Computer Science · #Natural Language Processing Techniques #Topic Modeling
3. 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
4. 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
5. 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
6. 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