Characterizing the Confidence of Large Language Model-Based Automatic Evaluation Metrics

R Stureborg, D Alikaniotis, Y Suhara - Proceedings of the 18th …, 2024 - aclanthology.org
There has recently been a growing interest in using Large Language Models (LLMs) to
evaluate NLP tasks automatically. Considerable research effort has been put into improving …

Development and validation of VaxConcerns: A taxonomy of vaccine concerns and misinformation with Crowdsource-Viability

R Stureborg, J Nichols, B Dhingra, J Yang, W Orenstein… - Vaccine, 2024 - Elsevier
We present VaxConcerns, a taxonomy for vaccine concerns and misinformation.
VaxConcerns is an easy-to-teach taxonomy of concerns and misinformation commonly …

Legit: Text Legibility For User-Generated Media

M Mandal, N Birkbeck, B Adsumilli… - 2024 IEEE International …, 2024 - ieeexplore.ieee.org
User-generated content (UGC) is ubiquitous across the internet as a result of billions of
videos and images being uploaded each day. All kinds of UGC media are affected by …