4 papers
Reflections and New Directions for Human-Centered Large Language Models
Caleb Ziems, Dora Zhao, Rose E. Wang +55
Large Language Models (LLMs) are increasingly shaping the private and professional lives of users, with numerous applications in business, education, finance, healthcare, law, and…
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…
Marked Pedagogies: Examining Linguistic Biases in Personalized Automated Writing Feedback
Mei Tan, Lena Phalen, Dorottya Demszky
Effective personalized feedback is critical to students' literacy development. Though LLM-powered tools now promise to automate such feedback at scale, LLMs are not language-neutra…
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…