Noelle I. Samia

most citedA Case Study in Model Failure? COVID-19 Daily Deaths and ICU Bed Utilisation Predictions in New York State

84 citations · 85 across the 5 of their papers we have counts for

collaborators

Showing cs.CLShow all

1 paper · 1 filter

cs.CL2026

DS $^{2}$ -Instruct: Domain-Specific Data Synthesis for Large Language Models Instruction Tuning

Ruiyao Xu, Noelle I. Samia, Han Liu

Adapting Large Language Models (LLMs) to specialized domains requires high-quality instruction tuning datasets, which are expensive to create through human annotation. Existing dat…

DS2-Instruct: Domain-Specific Data Synthesis for Large Language Models Instruction Tuning

DS $^{2}$ -Instruct: Domain-Specific Data Synthesis for Large Language Models Instruction Tuning