Noelle I. Samia

collaborators

2 papers

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…

astro-ph.IM2026

SELDON: Supernova Explosions Learned by Deep ODE Networks

Jiezhong Wu, Jack O'Brien, Jennifer Li +6

The discovery rate of optical transients will explode to 10 million public alerts per night once the Vera C. Rubin Observatory's Legacy Survey of Space and Time comes online, overw…

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

SELDON: Supernova Explosions Learned by Deep ODE Networks

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