Ananya Ganesh

Ananya Ganesh

Postdoctoral Fellow

About

Ananya Ganesh recently earned her PhD from the University of Colorado-Boulder. Ganesh’s research focuses on building language technology to support classroom learning, with the aim of supporting all stakeholders in the learning process including teachers, students, and qualitative researchers. Her dissertation work investigates how the structure and content of classroom dialog can be understood using natural language processing (NLP) models. She is working on a project that will investigate the reliability of NLP models in diverse classrooms, particularly in supporting collaborative learning amongst students conversing in a variety of languages and dialects. She will explore how high quality multilingual datasets can be used to better measure collaborative problem solving ability.

Publications

2025

Prompt vs. Supervise: A Case of Using Language Models to Assess Students’ Science Explanations

Shamya Karumbaiah, Ananya Ganesh, Yang, S., Tseng, N.

In European Conference on Technology Enhanced Learning (ECTEL)

2024

Evaluating Behaviors of General Purpose Language Models in a Pedagogical Context

Shamya Karumbaiah, Ananya Ganesh, Aayush Bharadwaj, Lucas Anderson

25th International Conference on Artificial Intelligence in Education (AIED)