2 papers
cs.DL2025
From Funding to Findings (FIND): An Open Database of NSF Awards and Research Outputs
Kazimier Smith, Yucheng Lu, Qiaochu Fan
Public funding plays a central role in driving scientific discovery. To better understand the link between research inputs and outputs, we introduce FIND (Funding-Impact NSF Databa…
cs.CL2025
Feeding LLM Annotations to BERT Classifiers at Your Own Risk
Yucheng Lu, Kazimier Smith
Using LLM-generated labels to fine-tune smaller encoder-only models for text classification has gained popularity in various settings. While this approach may be justified in simpl…