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researcher

Ernest Perkowski

2 papers hereh-index 262 citations2 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1
  • middle author1

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • astro-ph.IM2

identity via Semantic Scholar / OpenAlex

most citedAstroLLaMA: Towards Specialized Foundation Models in Astronomy

5 citations · 5 across the 2 of their papers we have counts for

collaborators

2 papers

astro-ph.IM2024

AstroLLaMA-Chat: Scaling AstroLLaMA with Conversational and Diverse Datasets

Ernest Perkowski, Rui Pan, Tuan Dung Nguyen +11

We explore the potential of enhancing LLM performance in astronomy-focused question-answering through targeted, continual pre-training. By employing a compact 7B-parameter LLaMA-2…

astro-ph.IM2023★ 5 cited

AstroLLaMA: Towards Specialized Foundation Models in Astronomy

Tuan Dung Nguyen, Yuan-Sen Ting, Ioana Ciucă +21

Large language models excel in many human-language tasks but often falter in highly specialized domains like scholarly astronomy. To bridge this gap, we introduce AstroLLaMA, a 7-b…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.