Anthony Sicilia
17 papers · 2022–2026 · 8 venues · across top CS/AI venues
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Research topics
Artificial Intelligence
(14)
Core AI
(13)
Machine Learning
(9)
Natural Language Processing
(6)
Application Areas
(5)
Core Methods
(3)
Generation
(3)
Learning Types
(3)
Learning Paradigms
(2)
Optimization & Theory
(2)
Resources & Methods
(2)
Computer Science
(1)
Deep Learning
(1)
Reinforcement Learning
(1)
Applications
(1)
Keywords
large language model
(5)
dialogue system
(4)
conversation forecasting
(3)
uncertainty quantification
(3)
domain adaptation
(3)
multimodal learning
(2)
language model
(2)
uncertainty estimation
(2)
domain generalization
(1)
dialogue generation
(1)
algorithmic fairness
(1)
text generation
(1)
reinforcement learning
(1)
sample complexity
(1)
model calibration
(1)
video retrieval
(1)
multi-task learning
(1)
test-time adaptation
(1)
ambiguity resolution
(1)
style transfer
(1)
Papers
Dialogue is the Plan: From Interface to Joint Action in Agentic AI
ACL 2026
Accounting for Sycophancy in Language Model Uncertainty Estimation
NAACL 2025
Adaptive Platt Scaling with Causal Interpretations for Self-Reflective Language Model Uncertainty Estimates
EMNLP 2025
Evaluating Theory of (an uncertain) Mind: Predicting the Uncertain Beliefs of Others from Conversational Cues
ACL 2025
Identifying & Interactively Refining Ambiguous User Goals for Data Visualization Code Generation
EMNLP 2025
SignAlignLM: Integrating Multimodal Sign Language Processing into Large Language Models
ACL 2025
Active Learning for Robust and Representative LLM Generation in Safety-Critical Scenarios
EMNLP 2024
Deal, or no deal (or who knows)? Forecasting Uncertainty in Conversations using Large Language Models
ACL 2024
Eliciting Uncertainty in Chain-of-Thought to Mitigate Bias against Forecasting Harmful User Behaviors
EMNLP 2024
Generating Signed Language Instructions in Large-Scale Dialogue Systems
NAACL 2024
HumBEL: A Human-in-the-Loop Approach for Evaluating Demographic Factors of Language Models in Human-Machine Conversations
EACL 2024
Learning to Generate Equitable Text in Dialogue from Biased Training Data
ACL 2023
Practical Tools from Domain Adaptation for Designing Inclusive, Equitable, and Robust Generative AI
IJCNLP 2023
LEATHER: A Framework for Learning to Generate Human-like Text in Dialogue
AACL 2022
PAC-Bayesian domain adaptation bounds for multiclass learners
UAI 2022
Test-time Fourier Style Calibration for Domain Generalization
IJCAI 2022
The Change that Matters in Discourse Parsing: Estimating the Impact of Domain Shift on Parser Error
ACL 2022