2 papers
cs.CL2025
IDEAlign: Comparing Ideas of Large Language Models to Domain Expert
Hyunji Nam, Lucia Langlois, James Malamut +2
Large language models (LLMs) are increasingly used to produce open-ended, interpretive annotations, yet there is no validated, scalable measure of idea-level similarity to expert a…
cs.CL2025
EduCoder: An Open-Source Annotation System for Education Transcript Data
Saad Ashraf, James Malamut, Vishal Kumar +7
We introduce EduCoder, a domain-specialized tool designed to support utterance-level annotation of educational dialogue. While general-purpose text annotation tools for NLP and qua…