2026 Preprint
Large Language Model–Generated Tutoring Responses Receive Higher Ratings but Are Penalized by Source-Based Evaluation Bias
Ola Ozernov-Palchik, Fabio Catania, John D. E. Gabrieli, Satrajit S Ghosh
Riverst / KIVA — Digital tutor for childhood literacy
MGAIC (MIT Generative AI Consortium), 2025–2026
Riverst is a digital-tutor platform for childhood literacy; KIVA is an instance focused on vocabulary learning. Built on Pipecat and senselab, integrating speech-feature extraction. Research questions: Can an avatar understand child speech? Can LLMs adapt to each child? Can an LLM effectively teach vocabulary?
- child-development-education
- ml-nlp-knowledge
- speech-voice-biomarkers
Resources
Links
People
Contributors
Current
Former
Publications
1 paper associated with this project
Edit this project in src/data/projects.yml. Add a paper in
src/data/publications.yml and tag it with the project slug.
See
PROJECTS.md
for conventions.