=Paper=
{{Paper
|id=Vol-4282/short2
|storemode=property
|title=Beyond Surface Human-Likeness: AI-Mentor Feedback Alignment, Pedagogical Adaptation, and Student Engagement in Longitudinal Learning Data
|pdfUrl=https://ceur-ws.org/Vol-4282/short2.pdf
|volume=Vol-4282
|authors=Jing Fan,Jiseon Kim,Kimia Abedini,Daniel Koch-Truhponen,Charles Koutcheme,Juho Leinonen
}}
==Beyond Surface Human-Likeness: AI-Mentor Feedback Alignment, Pedagogical Adaptation, and Student Engagement in Longitudinal Learning Data==
<pdf width="1500px">https://ceur-ws.org/Vol-4282/short2.pdf</pdf>
<pre>
None
</pre>