2 papers
cs.CL2026
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…
cs.CL2025
IDEAlign: Comparing Large Language Models to Human Experts in Open-ended Interpretive Annotations
Hyunji Nam, Lucia Langlois, James Malamut +2
Large language models (LLMs) are increasingly applied to open-ended, interpretive annotation tasks, such as thematic analysis by researchers or generating feedback on student work…