3 papers
cs.IR2026
The Effect of Document Selection on Query-focused Text Analysis
Sandesh S Rangreji, Mian Zhong, Anjalie Field
Analyses of document collections often require selecting what data to analyze, as not all documents are relevant to a particular research question and computational constraints pre…
cs.CL2025
HICode: Hierarchical Inductive Coding with LLMs
Mian Zhong, Pristina Wang, Anjalie Field
Despite numerous applications for fine-grained corpus analysis, researchers continue to rely on manual labeling, which does not scale, or statistical tools like topic modeling, whi…
cs.CL2025
From Queries to Criteria: Understanding How Astronomers Evaluate LLMs
Alina Hyk, Kiera McCormick, Mian Zhong +7
There is growing interest in leveraging LLMs to aid in astronomy and other scientific research, but benchmarks for LLM evaluation in general have not kept pace with the increasingl…