Selected Publications

Where does In-context Learning Happen in Large Language Models?
Sia., Mueller., Duh. Neurips, 2024

Logical satisfiability of counterfactuals for faithful explanations in NLI
Sia., Belyy, Almahairi., Khabsa., Zettlemoyer., Mathias. AAAI 2023

Modeling the Belief Alignment of Arguments in Multi-party Debates
Sia., Jaidka, Ahuja, Chhaya, Duh. EMNLP 2022

Adaptive Mixed Component LDA for Low Resource Topic Modeling
Sia., Duh. EACL 2021

All Publications Google Scholar

Selected Talks

1. Evaluating Large Model Faithfulness and Task Efficiency
   Google, Health AI Group, 2024
   
   

2. Limitations of LLM Software Agents for Physical Planning and Control Systems
   Microsoft, Program Synthesis using Examples (PROSE) Group, 2024
   
   

3. Generative AI Hype or Reality
   Ministry of Defence Singapore, Data Science Group, 2024