Learning to Generate Text in Arbitrary Writing Styles. - Aleem Khan; Andrew Wang; Sophia Hager; Nicholas Andrews (CoRR, 2023)

Generating Music with Structure Using Self-Similarity as Attention. - Sophia Hager; Kathleen Hablutzel; Katherine M. Kinnaird (CoRR, 2024)

Uncertainty Distillation: Teaching Language Models to Express Semantic Confidence. - Sophia Hager; David Mueller; Kevin Duh; Nicholas Andrews (CoRR, 2025)

Learning Extrapolative Sequence Transformations from Markov Chains. - Sophia Hager; Aleem Khan; Andrew Wang; Nicholas Andrews (CoRR, 2025)

Hell or High Water: Evaluating Agentic Recovery from External Failures. - Andrew Wang; Sophia Hager; Adi Asija; Daniel Khashabi; Nicholas Andrews (CoRR, 2025)