2026Preprint
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
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1 paper associated with this project
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