Papers by Alina I. Palimaru
Development and Benchmarking of a Blended Human-AI Qualitative Research Assistant (2026.acl-industry)
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Joseph Matveyenko, James Liu, John David Parsons, Ryan Brown, Alina I. Palimaru, Vipul Gupta, Prateek Puri
| Challenge: | Qualitative research emphasizes constructing meaning through iterative engagement with textual data. |
| Approach: | They present and benchmark a qualitative research assistant system that allows researchers to identify themes and annotate datasets. |
| Outcome: | The proposed system achieves an inter-rater reliability between Muse and humans of Cohen’s = 0.7 for well-specified codes. |